ProductTank HK #31 - Maximizing Product Ops Efficiency with Generative AI

Maximizing Product Ops
efﬁciency with Generative AI
MAY 2, 2023 | 7:30 PM
Sponsored by
Amanda Lam
Community organiser
& Tech podcaster
Mushroom Luk
Data analyst in
entertainment industry

Welcome to
ProductTank
Hong Kong

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World.Product.Day
May 24, 2023
7:30pm
.#WorldProductDay.
WWYD Part 2 -
Re-imagining Service
Platform with AGI

5 min - Introduction Rio
40 min - Maximizing Efﬁciency with AI
Mushroom Luk
40 min - Uses of Generative AI in Prod Mgmt
Amanda Lam
Agenda

What is Generative AI
•enable computers to create new digital content
•not just mimic, but perhaps even surpass, human
thoughts and creativity

Time to 1 million Users
Took only 5 days for ChatGPT

What is ChatGPT
•Developed by OpenAI
•“LLM” - language model on steroid
•Interacts conversationally with
responses that seem human.
•Trained from the corpus of human
knowledge and feedback

What are people using ChatGPT for?
•Compose emails, essays, poems, song lyrics, jokes…
•Drafting contracts, speeches, proposals, copywriting
•Documentation and report summary
•Translation and foreign language learning
•Coding, debugging, and refactoring
•Improve skills and comprehension of difﬁcult topics
•Generate product idea or faked data in various format
•Get advice, role play job interviews, companionship

Product Manager
Ensure that a Product or Service
•meets the needs of its customers & stakeholders
•well positioned for market success
Build the right product;
Build the product right.

Help PdM Do Things Faster & Better
•Meetings –agenda, scheduling, presentations, minutes…
•UX – user Journey, user stories, personas, etc.
•Documentation – product descriptions, user guides, etc.
•Hiring – job descriptions, interview questions, …
•DevOps – technical Debt, unit Testing, Refactoring, …
•Skill improvement – coding, Git, communication, ideation
•Branding – design brief, brand guideline, brand messaging
•Marketing – social media content & marketing materials
•Customer Service – elicit feedback, respond to comments

Prompts
•Text commands that initiate & solicit responses
•Impact quality of answers & generated content
The Prompt is your Friend

ChatGPT
GitHub Copilot
Stable Diffusion
Maximizing Efﬁciency
with AI Technology

GitHub Copilot
Autocompleting
Codes
ChatGPT
Conversation AI
Stable Diffusion
Image from
textual
description
TABLE OF CONTENTS

ChatGPT
Application
What is ChatGPT
How to register
Limitation

What is ChatGPT
You can ﬁnd these fonts online too. Happy
designing!

APPLICATIONS
Writing Codes
Write the codes
Debugging
Outline
Summary
Email
Drafting template
Write better English
Minutes, reports
Idea
Generation
brainstorming
Translation
English to Chinese
Creative
Writing Poems, lyrics
Jokes
...Chat with you
…help you reply to messages
….anything you think of
Learning
Summarize
Elaborate on questions
Understand content
Sentiment Analysis

Application – Drafting Email
Draft an email introducing a cat in oﬃce
- Cat in the play house area only
- Named “SiuMai”,
- Reason is relieve stress
- Boost productivity
- Inform if you have allergy

Subject: Introduction of a New Cat in the Play House
Area
Dear all,
I am pleased to introduce our new furry friend to the
office - SiuMai, a friendly and adorable cat who will be
residing in the playhouse area from today onwards.
SiuMai is a two-year-old feline, who will be joining us to
provide stress relief and to boost productivity in the
office.
SiuMai has been thoroughly trained and groomed to
interact with people, and we are confident that she will
be a great addition to the team. However, we
understand that some people may have allergies to
cats, and we encourage you to inform us immediately if
you are one of them. We will make sure to take all
necessary precautions to minimize any discomfort or
inconvenience caused.
We kindly request all of you to respect the playhouse area
as SiuMai's designated space, and refrain from disturbing
her while she is resting. We encourage you to take a few
minutes to interact with her during your breaks, as playing
with pets has been proven to be an effective way to relieve
stress and enhance your mood.
We hope that SiuMai's presence in the office will create a
more positive and relaxed environment for everyone.
Please join me in welcoming SiuMai to our team!
Thank you,
[Your name]

Application – Coding
I want to analyze the breed distribution for cats birth after 2021 in MSSQL
CREATE TABLE cats (
cat_id INT PRIMARY KEY,
name VARCHAR(50),
breed VARCHAR(50),
age INT,
color VARCHAR(20),
weight DECIMAL(5,2),
owner VARCHAR(100),
birthday DATE
);

Application – Coding
To analyze the breed distribution for cats born after 2021, you can use the following SQL query:
This query selects the breed column and counts the number of occurrences of each breed in the table
for cats born after 2021. The WHERE clause ﬁlters the records based on the birthday column to only
include cats born after 2021. The results are then grouped by breed using the GROUP BY clause.

Application – Summarize
can you summarize concisely the diﬀerence from below?
Scottish Fold Vs British Shorthair [Similarities & Differences]
August 24, 2022 by Susan
When it comes to cats, there are a ton of different breeds to choose from. Each breed has its own unique set of characteristics that make it special. So what are the differences between the Scottish Fold and British Shorthair
cats? Let’s compare these two popular cat breeds and help you decide which is best for you!
The Scottish Fold and British Shorthair possess many similar features that make them challenging to differentiate. Despite this, they are two very separate breeds with their own history, characteristics, and personalities.
We’ll examine why the breeds are often confused and how you can tell them apart through this article. Then, we’ll compare the similarities and differences and examine the traits that make each breed stand out as unique.
Scottish Fold Vs British Shorthair
What Is The Key Difference Between A Scottish Fold And A British Shorthair?
The easiest way to tell the difference between a Scottish Fold and a British Shorthair is to look at their ears. The Scottish Fold is famous for and named after its folded ears. These ears give their rounded face an owl-like
appearance.
While the British Shorthair also possesses a rounded face, its ears stand out, giving it an appearance more closely resembling a teddy bear.
Key Characteristics: Scottish Fold Vs. British Shorthair?
Scottish Fold British Shorthair
Height 8-10 inches 12-14 inches
Weight Female: 6-9 pounds
Male: 9-13 pounds 7-17 pounds
Life Expectancy 11-14 years 15-20 years
Intelligence High High
Playfulness Medium Moderate
Grooming Needs Moderate Shedding Minimum Shedding
Coat Length Short or Long Short
Temperament Highly sociable and playful,
affectionate, calm Shy cats who make a perfect
lap pet, gentle and patient
demeanor.
Color Variations Bi-color body patterns
Black
Blue
Brown
Chocolate
Cinnamon
Cream
Fawn
Lilac
Red Blue
Brown
Cream
Red
Silver
Tabby
Tortoiseshell
White
What Are The Similarities Between A Scottish Fold And A British Shorthair?
The Scottish Fold and the British Shorthair are two of the world’s most popular and beloved cats. These two unique cat breeds possess charming personalities and a fun, cuddly nature. In addition, both species have rounded
heads, faces, and ears, giving them a similar facial profile.
What Are The Differences Between A Scottish Fold And A British Shorthair?
The Scottish Fold is higher maintenance in terms of grooming as it has a moderate shedding level compared to the British shorthair’s low shedding rate.
Though the temperament and personality of these cats can be pretty similar, the Scottish Fold is likely to be more confident and playful compared to the shy and gentle nature of the British Shorthair.
Both cats carry the risk of hypertrophic cardiomyopathy, but the Scottish Fold is more likely to develop degenerative joint disease, while the British Shorthair is prone to gingivitis.
The Scottish Fold will hit your bank account harder than the British Shorthair in terms of price. The latter is a popular breed available on the US market for around $250 – $700. In contrast, the Scottish Fold is rare and carries
a hefty price tag of anything between $500 and $3,000.
https://adventurouscat.com/scottish-fold-vs-british-shorthair/

The key diﬀerence between Scottish Fold and British Shorthair cats is in their ears – Scottish
Folds have folded ears, while British Shorthairs have upright ears. Scottish Folds are more
high-maintenance in terms of grooming and are more likely to develop degenerative joint
disease, while British Shorthairs are more prone to gingivitis. Scottish Folds are also more
expensive to purchase. However, both breeds share many similarities, such as their rounded
face and charming personalities.
Application – Summarize

Memory Continuation
which type should i choose if i am on budget
If you are on a budget, the British Shorthair may be a better choice as they are
more aﬀordable compared to Scottish Folds. British Shorthairs typically cost
between $250 and $700, while Scottish Folds can range from $500 to $3,000 or
more. However, it's important to keep in mind that the cost of owning a cat goes
beyond the initial purchase price, as there are ongoing expenses such as food,
litter, and veterinary care. So, it's important to consider your budget for the long
term and make sure you can provide for the cat's needs before bringing one into
your home.

translate following news to attractive and funny style
in traditional chinese
Old Video Of Cat Walking The Ramp At Istanbul Fashion Show Goes Viral Again
An old video doing rounds on the internet shows a unique "Catwalk", with a cat
walking the ramp at a fashion show. According to the caption of the video, the
fashion show was organised in Istanbul.
This video was originally shared in 2018 but is going viral on social media again.
Shared by Twitter user Chiro, one can see the feline gracefully walking the ramp,
not really bothered or aﬀected by the models walking on the stage. This funny
incident occurred during the Esmod International Fashion Show, which was
organised in the same year in Istanbul. It appears from the video that the audience
was more excited about the little animal's performance than the fashion show. The
models also seem friendly with the cat, not getting disturbed while walking the
ramp.
Translation
Old Video Of Cat Walking The Ramp At
Istanbul Fashion Show Goes Viral Again
https://www.ndtv.com/offbeat/old-video-of-cat-walking-the-ramp-at-istanbul-fa
shion-show-goes-viral-again-3573620

一隻貓咪在伊斯坦布爾時裝秀上走秀的影片再次瘋傳！
這個有趣的「貓步」影片在網路上熱傳，讓大家忍不住一直看一直看。據影片標題所述，這場時裝秀
是在伊斯坦布爾舉辦的。這個影片原本是在 2018年分享的，但現在又再次在社交媒體上熱傳。這個
有趣的影片中，我們可以看到這隻貓咪優雅地走在 T型台上，完全不受其他模特兒的影響。這個有
趣的事件發生在2018年的Esmod國際時裝秀上，而觀眾們似乎對這隻小動物的表現更加興奮，而
不是對時裝秀。模特兒們也很友善地和貓咪互動，完全不受影響，繼續走秀。
Old Video Of Cat Walking The Ramp At Istanbul Fashion Show Goes Viral Again
An old video doing rounds on the internet shows a unique "Catwalk", with a cat walking the ramp at a fashion
show. According to the caption of the video, the fashion show was organised in Istanbul.
This video was originally shared in 2018 but is going viral on social media again. Shared by Twitter user Chiro,
one can see the feline gracefully walking the ramp, not really bothered or aﬀected by the models walking on the
stage. This funny incident occurred during the Esmod International Fashion Show, which was organised in the
same year in Istanbul. It appears from the video that the audience was more excited about the little animal's
performance than the fashion show. The models also seem friendly with the cat, not getting disturbed while
walking the ramp.

Welcome to the "Happy Hong Kong" campaign page!
Our campaign is focused on promoting activities that will boost the economy and bring joy to the people of
Hong Kong. We believe that a happy community is a prosperous one, and we are working hard to create
opportunities for people to come together, enjoy themselves, and support local businesses.
Through this campaign, we aim to encourage Hong Kong residents and visitors alike to participate in a range of
exciting events and activities, including cultural festivals, sports tournaments, and community gatherings. By
doing so, we hope to stimulate economic growth and create a vibrant and thriving community.
Join us in making Hong Kong a happier and more prosperous place!
write inviting concise government "about" page about a campaing named "Happy Hong Kong", the campaign
about activities to boost economy
Content Generation

Welcome to the "Happy Hong Kong" campaign page!
Our campaign is focused on promoting activities that will boost the economy and bring joy to the people of Hong Kong. We
believe that a happy community is a prosperous one, and we are working hard to create opportunities for people to come
together, enjoy themselves, and support local businesses.
Through this campaign, we aim to encourage Hong Kong residents and visitors alike to participate in a range of exciting events
and activities, including cultural festivals, sports tournaments, and community gatherings. By doing so, we hope to stimulate
economic growth and create a vibrant and thriving community.
Join us in making Hong Kong a happier and more prosperous place!
Hong Kong has returned to normalcy after more than three years of challenges. Now that our fast and convenient links with the
Mainland and the rest of the world have resumed and restaurants, shops and more in the city are reviving, the Government has
launched the "Happy Hong Kong" campaign, which features a wide range of fun and interesting activities for citizens to enjoy happy
moments together. It will also help stimulate local consumption and boost the economy.
The Government will organise a series of activities across Hong Kong with the supporting organisations from April 2023 to provide
enjoyment and relaxation for citizens. These activities include large-scale gourmet markets in various districts, a large-scale sea-land
carnival at Victoria Harbour and events focusing on pop culture, sports and music.
We sincerely invite Hong Kong citizens to participate in the "Happy Hong Kong" campaign, ﬁnd happiness in this city and share their
happy moments.

give me ideas of events for this campaign
Brainstorming
Certainly! Here are some ideas for events that could be part of the "Happy Hong Kong" campaign:
1. Street festivals celebrating local culture and cuisine
2. Concerts featuring local musicians and artists
3. Sports tournaments, such as basketball, football, or rugby
4. Art exhibitions showcasing local talent
5. Food and drink festivals highlighting local producers and chefs
6. Community clean-up events and tree planting initiatives
7. Outdoor movie screenings in public parks or on the beach
8. Charity walks or runs to raise funds for local causes
9. Workshops and classes on topics like cooking, gardening, or art
10. Family-friendly events, such as carnivals, picnics, and pet-friendly days.

If someone says you are an Otaku, you have a few options:
Educate: If the person is using the term in a negative or insulting manner, you can educate them about
the true meaning of Otaku, which is someone who has a strong passion for a particular hobby or
interest.
Embrace it: You can embrace the label and be proud of your Otaku interests and hobbies. Many
people in the Otaku community have formed strong bonds and friendships based on shared interests.
Ignore it: If the person is using the term in a negative or insulting manner, you can choose to ignore the
comment and not let it aﬀect you.
Remember, it's important to be conﬁdent in who you are and not let negative comments bring you
if someone said I am an OTAKU, what can i do
Chat & Advice

https://poe.com/
Access ChatGPT in poe.com

Personas
Access ChatGPT in forefront
https://chat.forefront.ai/
Topics sorted and history
Unlimited GPT-3.5
5 Questions / 3 hours GPT-4
Email Registration

1. When register and login, connect
to VPN (Not Hong Kong)
Free VPN Option - UrbanVPN
- Desktop – Chrome Extension
- Mobile – App
- Connect to non Hong Kong (e.g.
USA)
2. Access ChatGPT and signup
https://chat.openai.com/
3. Enter email / Google / Microsoft
Any account method will
4. Phone Number Activation by
SMS-Activate
https://sms-activate.org/
- Need to top up and purchase credit
(like USD$1)
- Buy UK number, 20 minute
- Enter number to ChatGPT
- Activation code will appear in 2 min
Registration

Not Factual – Q&A answers can be nonsense, and facts are not correct
Incorrect codes or logic – the codes may not able to run, logic is not as thought
Unstable – Prone to system downtimes
Outdated knowledge – knowledge that may be outdated or no longer applicable
Privacy – Sensitive and private information could leak if you provided
Legal right to the content
Limitations

Github
Copilot
Showcase
What is Github Copilot
Getting Started
Pricing

What is Github Copilot
GitHub Copilot uses the
OpenAI Codex to suggest
code and entire functions
in real-time, right from
your editor.

Showcase
Write comments and it will
auto complete

Getting Started
Can be integrated to following
coding development environment
Visual Studio Code
Visual Studio
JetBrains IDE
Neovim
https://docs.github.com/en/copilot
/getting-started-with-github-copilot

Getting Started - Jetbrains
1. Install Plugin
2. Tools > Login to Github
3. Login (Trial/Pay if not yet)
4. Done

Pricing
60 day trial
then 10USD per month

Application
What is Stable Diffusion
Getting Started
Pricing

What is Stable
Diffusion
Stable Diffusion is an AI
model that generates images
from text input.
A masterpiece portrait of a cute cat with blu
glowing, deep colours, impressive, magical
trending on artstation, depth field, unreal en
hyper realism, high detail, octane cinema 4
Lithuania Spiritual atmosphere Backlighting
<lora:lowra_v10:0.7>
Negative prompt: poorly drawn, ugly, disgu
ENSD: 31337, Size: 640x640, Seed: 59975
deliberate_v2, Steps: 55, Sampler: DPM++
scale: 6, Model hash: 9aba26abdf

Color Palette
Visual: Showcase an illustration or
graphic that represents AI technology
and its potential to streamline work
processes. The image could include
things like robots, gears, or lightbulbs
to symbolize innovation and
automation.
Colors: Use a color scheme that is
modern, clean, and professional.
Consider using blue and green to
convey the idea of technology and
growth.
(Generated by ChatGPT)
Midjourney

Imagination & Cover Page
Little Mermaid A cat Lion King in the future

Logo
logo with a magician with
tuba, seen against the light
and inserted in a circle
surrounded by many
luminescent stars and with
ﬂuorescent colors, in very high
resolution, colors

Vectors and
icons
icon of two gears on (white
background:1.3) <lora:icons:1>
Size: 512x512, Seed: 3137642507,
Model: deliberate_v2, Steps: 20,
Sampler: Euler a, CFG scale: 7,
Model hash: 9aba26abdf

Website
Design
beautiful website homepage
with hero title and description
features for nfc cards
transactions, ui, ux, ui/ux,
black, copper, deep royal blue
gradient 1980 px,
desktop--v4--stylized 500

Text Prompt
[cat | owl], Realistic animal, owl with head of a cat, detailed
feathers, fierce expression, predatory eyes, sharp talons,
perched on a branch, front view, nocturnal, realistic fur
texture, dark colors, cat-like ears, tufted ears, glowing
eyes, feather tufts, intense gaze, shadowy background,
hunting instincts, bird of prey, cat instincts, feline body,
agile, hunter, stealthy, sharp beak, powerful wings,
majestic, intimidating, watchful, silent, nocturnal predator.
Negative prompt: (deformed, distorted, disfigured:1.3),
poorly drawn, bad anatomy, wrong anatomy, extra limb,
missing limb, floating limbs, (mutated hands and
fingers:1.4), disconnected limbs, mutation, mutated, ugly,
disgusting, blurry, amputation
ENSD: 31337, Size: 512x768, Seed: 3041964045, Model:
Other_deliberate_v2, Steps: 28, Sampler: Euler a, CFG
scale: 7, Model hash: 9aba26abdf, Hires upscale: 1.75,
Hires upscaler: R-ESRGAN 4x+, Denoising strength: 0.45

Text Prompt
masterpiece, sharp, ultra detailed, 8k,an eyes made by milky way, the midle of the eye is a black hole,( human eye shape), ((soft dimmed light)), angle view,
best quality, dimmed, (high detailed background:1.2),8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3, intricate detail, <lora:milkyW:1>
Negative prompt: canvas frame, cartoon, 3d, ((disfigured)), ((bad art)), ((deformed)), ((extra limbs)), ((close up)), ((b&w)), blurry, ((duplicate)), ((morbid)),
((mutilated)), out of frame, extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), ((mutation)), ((deformed)), ((ugly)), blurry, ((bad
anatomy)), ((bad proportions)), ((extra limbs)), ((disfigured)), ugly, (bad anatomy), gross proportions, (malformed limbs), ((missing arms)), ((missing legs)),
((extra arms)), ((extra legs)), mutated hands, (fused fingers), ((long neck)), ((disfigured)), ((bad art)), ((deformed)), ((extra limbs)), ((close up)), ((b&w)),
((morbid)), ((mutilated)), ((poorly drawn hands)), ((poorly drawn face)), Photoshop, video game, ugly, tiling, poorly drawn hands, poorly drawn feet, poorly
drawn face, out of frame, mutation, mutated, extra limbs, extra legs, extra arms, disfigured, deformed, cross-eye, body out of frame, blurry, bad art, bad
anatomy, 3d render, (jewelry), (teeth), makeup,((((naked))))
Size: 512x512, Seed: 3174275330, Model: deliberate_v2, Steps: 45, Sampler: DPM2, CFG scale: 7, Model hash: 9aba26abdf
minimalist Product shot of a black skull wearing headphones, Photorealistic, by Aleksander Kobzdej, zbrush
central contest winner, digital art, mechanical clock Steampunk, highly detailed , Perfect Composition,
Centered , abstract fractal automaton, (Gloomy Illumination:1. 2), Dramatic, sylvain sarrailh and igor morski,
sharp focus, bokeh, , UHD, HDR, 8K, ((Masterpiece))
Negative prompt: nfixer, easynegative
Size: 1536x1536, Seed: 818959609, Model: deliberate_v2, Steps: 30, Sampler: DPM++ SDE Karras, CFG
scale: 7, Model hash: 9aba26abdf, Denoising strength: 0.35

How to start Stable Diffusion
Google ”stable diffusion git colab”
https://github.com/camenduru/
stable-diffusion-webui-colab
- Deliberate (General model)
- Realistic Vision (Photorealistic)
- Chilloutmix (Girls)
1-2 hour free usage daily
Login Google Account
Click Run , Wait 10 min
Click the URL ends with xxxxxxxxx-xxxx-xxxx.gradio.live
Remember to save your output images

How to start with
Quick Tutorial (Google “Stable Diffusion Tutorial”)
https://stable-diffusion-art.com/automatic1111/
Civitai Reference (Google “civitai”)
https://civitai.com/models/4823/deliberate

Model Mechanism – Stable
Diffusion
Add noise, use the noise + text predict original image, then add noise back again to train

How to use
Click Getting Started, Join the Discord
https://midjourney.com/
Discord enter name for temporary account
To create images:
1) Go to one of the "newbie" bot channels
2) Type /imagine and then whatever you want
- First time you will be asked to accept T&C
3) The bot will send you 4 images in 60 seconds
4) Click numbered buttons underneath to get upscales (U) or variations (V)

Midjourney Pricing
Click Getting Started, Join the Discord
https://midjourney.com/
No longer free :(
Basic plan - USD$10/month for ~200 generations (HKD$0.4/generation)
Standard plan - USD$30/month for ~900 generations (HKD$0.25/generation)
Corporate plan - USD$600/year (company with over $1M/year gross revenue)

Advanced Parameters
Parameters Documentation
https://docs.midjourney.com/docs/parameter-list
Aspect Ratio --ar 3:2 Chaos --chaos 60

GitHub Copilot
Autocompleting Codes
ChatGPT
Conversation AI
https://chat.forefront.ai/
https://poe.com/
Stable Diffusion
Image from textual description
Google: “Stable Diffusion Git Colab”
Midjourney $10/month
Revolutionizing the Way We Work

Demo
With mixed uses of:
● ChatGPT powered by GPT-4
● Google Bard
● Bing AI Chat
● Bing Image Creator
● Dall-E
● MidJourney
● Product planning
○ Platform strategy advices
○ Target setting advices
○ Images for pitching deck
○ Product prioritisation
● Tech planning
○ Architecture design
● Team formation
○ Writing job ads
○ Finding candidates
● UX planning
○ Generate research plan & happy
ﬂows
○ Generate interactive prototype
○ Generate personas and images
● Everyday product ops work
○ User story generation
○ Extracting insights from data
○ Translation
○ Advices on team issues

Platform strategy advices
Prompt
Consider I'm building a platform that targets the South East Asia market to address the
problem that most people are still poorly paid at their day job. Users would be able to ﬁnd
freelance jobs that are short term, less commitment and having low entry barrier.
The platform would allow job seekers to rate their employers after the task / project is
completed. The platform would also allow employers to rate the freelancers they hire, so job
seekers would have a reputation score and accumulate bargaining power.
Each job seeker would have skills proﬁle and job history, as well as their pay info captured on
the platform, so the platform can offer better matching algorithm to recommend jobs to job
seekers and job seekers to employers as both sides participate more. Given this idea and
concept, please prepare a pitch for potential investors like venture capitals or angel investors
that illustrates:
● the best target markets to start the business with
● reachable audience
● a workable revenue model from both job seekers and employers
● how this service brings innovation and outcompetes major competitors in the market, i.e.
what are the USPs
● a growth strategy in 5 years
● investment suggestions
● team formation and composition, by illustrating the skills required for each team member
● potential risks
Product Planning

Platform strategy advices
Prompts
● For the above pitch, please supplement the platform strategy that we should pursue,
e.g. whether we shall do mobile app only, or with web, or a hybrid solution? what
technology stack shall we invest in, in terms of technology trends, scalability, and
availability of development talents?
● Enrich the pitch deck by providing actual investment recommendations, e.g. the
estimated amount for series A, B and C investments, expected deliverables and return
etc.
● With all the freelance work that you elaborated above, what would be your suggested
prioritization of industries? And what are the rationale behind your suggestions?
● How would the rapid development and widespread use of generative AI technologies
such as ChatGPT, Google Bard and MidJourney, Stable Diffusion etc. affect the
dynamics of the freelance market? Would these factors affect the pitch and investment
you suggested above? If so, please include these factors into consideration and revise
your deck.
● Would there be any new job types created due to the rising popularity of generative AI
technologies? Please adjust your prioritization of the target freelance industries
accordingly.
Product Planning

Target setting advices
Prompts
● What are the OKRs we should set for the team in the ﬁrst 5 years?
How do we tie them back to the USPs to enrich our pitch to the investors?
● Can you breakdown these OKRs by the target markets you suggested?
Product Planning

Images for pitching deck
Prompt
● I am using DALL-E to generate a product logo for the freelance job matching
platform. Please give me the prompts to generate a clipart logo with simple colours
and lines, with elements of AI-powered job search and matching.
Product Planning

Product prioritisation
Prompts
● Can you elaborate what should be the ﬁrst Minimum Viable Product look like?
● How the country differences of working cultures, as well as freelancer and employer
demand and supply dynamics, may affect the feature priority, architecture design and
component design decisions?
● What would be the decision points and the insights required to be collected after
launching the ﬁrst MVP?
● What are the suggested features and prioritisation? Can you explain the rationale
behind such prioritisation?
● We received so many ideas and feature requests from our stakeholders in addition to
your suggestions. While some of them have great potential value, some are suggesting
solutions that are not actually tackling the real problems. What stakeholder
management and product prioritisation methodology shall we adopt to address these
ideas and requests appropriately?
● If the MVP results turns out not to be what we expected, how do we adjust our product
prioritisation accordingly?
Product Planning

Architecture Design
Prompts
● Please suggest the appropriate technology stack, including frontend, middleware
and backend technologies, that can enable millions of unique visitors visiting the
platform every month
● Can you list out the major components to be developed for this platform?
● We would want to design a solid foundation and scalable architecture to cope with
future expansions of business segments, and to maximise component reusability.
We heard that microservices are the way to go. Can you explain, in this platform's
context, how microservices can help?
● Can you suggest the microservices required to be developed for each component?
Tech Planning

Finding Candidates
Writing Job Ads
Prompt
● When hiring designers and developers to join our core team, what are the qualiﬁcations
required? Can you help generate job description and requirements for these roles?
Explain in the job description that we are building the next generation of freelance job
matching platform, and consider all the tech stack and microservices you suggested for
the platform. Also mention team culture and how team members shall collaborate with
each other, as well as suggested a monthly salary range in HK dollars.
Team Formation
Prompt
● Can you suggest some individual names of capable backend developers with over 4
years experience familiar with Node.js based in Hong Kong from LinkedIn,
StackOverﬂow, Github and Twitter? Do not give me company names.

Generate research plan & happy ﬂows
Prompt
We would like to test the targeted market by building an interactive prototype.
Please suggest:
● the high level happy ﬂows and concepts that are worth testing
● test audience segments
● the recommended sample size
● a plan that incorporates the initial feedback and insights from the testing, and
continuously evolves the prototype to tweak the design
● the criteria to end the testing and conclude a high level interaction design
UX Planning

Generate interactive prototype
Prompts
● What are the common tools and platforms to create such interactive prototypes?
How to recruit and conduct such testing if we want to perform this online, so that
more markets can be catered?
● Can you help generate an interactive prototype of the User Registration ﬂow of the
platform in plain HTML and vanilla JavaScript?
UX Planning

Generate personas and images
Prompts
● For the UX research for the freelance job matching platform in Southeast Asia, I
need some personas based on your suggested target market segments. Please
suggest the personas, including their name, gender, age, nationality, job,
personalities and behavioral traits.
● Please explain the rationale of why such personas were suggested, and why they
can represent the vast spectrum of the freelance job marketplace in Southeast
Asia.
● For all these personas, I need a portrait image of each of them. I would like to
use Midjourney to generate these image. Please suggest the right prompts.
UX Planning

User story generation
Prompts
● Based on the user registration and onboarding flows for freelancers you suggested,
would you please suggest the epic user stories and the user stories themselves?
Please also provide the acceptance criteria, and non-functional requirements.
● Non-functional requirements should include detail validation logic, analytic tracking,
specific page load performance requirements, information security requirements and
architecture design elements. Please revise the above user stories to provide more
detail requirements for developers.
● Can you give me a particular example of how microservices are defined for User Story
1.1?
Everyday product ops work

Extracting insights from data
Prompt
After our MVP launched in January and ran for half year, here are the data from our
analytics:
Month | Market | Visit Growth % | Sign Up Conversion Rate Growth % | Matching
Conversion Rate Growth %
1 | Singapore | 10% | 20% | 15%
2 | Singapore | 12% | 22% | 25%
3 | Singapore | 15% | 25% | 30%
4 | Singapore | 13% | 30% | 40%
5 | Singapore | 10% | 30% | 10%
1 | Indonesia | 55% | 40% | 60%
2 | Indonesia | 60% | 55% | 70%
3 | Indonesia | 40% | 35% | 50%
4 | Indonesia | 40% | 40% | 56%
5 | Indonesia | 30% | 55% | 42%
Please provide an insights report, and suggest what would be the probable reasons of the
monthly data trend changes.

Translation
Prompt
● Please translate the JobsDB Terms and Conditions below into Traditional Chinese, in
legal and ofﬁcial style. “JobsDB Hong Kong” should always be translated as “JobsDB 香
港”; “job seeker” should always be translated as “求職者”; “candidate” should always be
translated as “應聘者”, “advertiser” should always be translated as “刊登廣告方”; and
“employer” should always be translated as “僱主”:
{paste ﬁrst few paragraphs of contents to be translated here}

Advices on team issues
Prompts
● While we are still in the process of finding the right talents to join our team for the
freelance job platform product, we are sharing some of the talents with other product
teams such as UX designers and backend developers. As a result, they cannot be fully
dedicated to this product right now. Can you suggest some pragmatic advices how the
team shall tackle these challenges?
● We observed that a lot of the developers rely on communications over JIRA comments,
instead of engaging in direct communications with designers and product owners.
Designers and product owners would often miss those messages, and they feel the
communications are inefficient. Can you suggest how the team can improve
communications between each other?
● While we are launching incremental enhancements and improvements every 2 weeks
in an Agile approach, other stakeholders in the company are not used to these rapid
release cadence and they find it hard to train their staffs and communicate with
customers on the constant changes. What are your advices?

Generative AI Chatbot Comparison
Company Tool LLM Availability in HK, and workaround if not Pricing Strengths Weaknesses
OpenAI ChatGPT ● GPT 3.5
● GPT 4
● No
● Workarounds
○ Approach 1:
■ Use Poe
○ Approach 2:
■ VPN to available country
■ Register with an overseas
mobile no. for SMS OTP
(virtual no. won’t work). Use
SMS-Activate.org if needed.
Free for GPT 3.5
ChatGPT Plus (to use
GPT 4, and enjoy faster
& more stable usage):
USD20/month (+VAT for
some countries)
● Very high quality
conversations
● Support multiple
languages
● Support chat threads to
remember context
● Supports code writing &
debugging
● Limited trained data after
Sept 2021
● Could get facts wrong
● No web access
● Service unstable from
time to time
● Response length limit
Google Bard ● PaLM ● No
● Workarounds
○ Approach 1:
■ Join the waiting list
Free ● Fast and stable
● Provide multiple drafts
● Support web access
● Supports code writing &
debugging
● Only supports English
● Relatively shorter, less
“smart” answers
● No chat threads
Microsoft Bing AI Chat ● GPT 4 ● Yes, join the waiting list with Edge Free ● Fast and stable
● Support web access
● Integrates well with
Edge
● Unreliable results as it
passes through Bing
search all the time and
context often lost
● No chat threads

Generative AI Image Generator Comparison
Company Tool Base model Availability in HK, and workaround if not Pricing Strengths Weaknesses
OpenAI Dall-E 2 Dall-E 2 ● No
● Workarounds
○ Approach 1:
■ Use Microsoft Bing Image
Creator
○ Approach 2: (same a/c as
ChatGPT)
■ Register with an overseas
mobile no. for SMS OTP
(virtual no. won’t work). Use
SMS-Activate.org if needed.
Free for 15
credits
USD 15 for
115 credits
● Easy to use
● Great for objects and scenes
● Low customizability
● Not good at human
face generation
Microsoft Bing Image
Creator
Dall-E 2 ● Yes, join the waiting list with Edge Free for 100
credits
Midjourney Midjourney Midjourney V4, V5 ● Yes Basic Plan:
USD 10 /
month, or USD
96 / year
Other plans
● Easy to use
● Very high quality artwork
● V5 has excellent faces and fixed
malformed fingers
● Must register a
Discord account as
well
● V5 not too sensitive to
text prompts

Generative AI Image Generator Comparison
Company Tool Base model Availability in HK, and workaround if not Pricing Strengths Weaknesses
Stability AI Stable
Diffusion
Stable Diffusion 1.5 /
2.0 / 2.1 and
derivatives
● Yes Free ● Very high customizability
● Support negative prompts & many
parameters
● Support custom models and plugins
● Run locally
● Steep learning curve
● Takes more effort to
produce good results
● Require powerful GPU
hardware
Leonardo.ai Leonardo.ai Stable Diffusion 1.5 /
2.0 / 2.1 and
derivatives
● Yes, join the waiting list Free for 150
credits
● Slightly less steep learning curve
● Very high customizability
● Support negative prompts & many
Parameters
● Support custom models
● Runs online
● Long waiting list
● Takes more effort to
produce good results

Future trends
ChatGPT Plugins
ChatGPT Automations, watch this TED talk video by Greg Brockman, OpenAI cofounder

Follow us on:
www.mindtheproduct.com/slack, Channel: #area-hong-kong
🔎 ProductTank Hong Kong (announcements only):
🔎 ProductTank Hong Kong Community (member discussions)
🔎 ProductTank Hong Kong
🔎 Mind The Product YouTube channel

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