Career-Advice for IIT Bombay students. Emphasis on Quant Finance Jobs. Decisions-making on Tech versus Finance, Startups versus Large Firms. Introduction to ZLemma.com to help students identify the right jobs/careers.
Careers outside Academia - USC Computer Science Masters and Ph.D. StudentsAshwin Rao
Talk given at USC CS Colloquium to grad students (http://viterbi.usc.edu/news/events/?event=10265). The topic was - Prospective Careers outside Academia.
As per NASSCOM survey 2016-17, if you wish to earn more than your classmates 10 years down the line, do only one thing:
LEARN ARTIFICIAL NEURAL NETWORK ALGORITHMS
Careers outside Academia - USC Computer Science Masters and Ph.D. StudentsAshwin Rao
Talk given at USC CS Colloquium to grad students (http://viterbi.usc.edu/news/events/?event=10265). The topic was - Prospective Careers outside Academia.
As per NASSCOM survey 2016-17, if you wish to earn more than your classmates 10 years down the line, do only one thing:
LEARN ARTIFICIAL NEURAL NETWORK ALGORITHMS
My advice for helping other students secure a placement in 2011. Includes information about making an online profile, the interview and what to expect when you start.
Pseudo and Quasi Random Number GenerationAshwin Rao
Talk given at Morgan Stanley on efficient Monte Carlo simulation using Pseudo random numbers and low-discrepancy sequences (i.e., Quasi random numbers)
My advice for helping other students secure a placement in 2011. Includes information about making an online profile, the interview and what to expect when you start.
Pseudo and Quasi Random Number GenerationAshwin Rao
Talk given at Morgan Stanley on efficient Monte Carlo simulation using Pseudo random numbers and low-discrepancy sequences (i.e., Quasi random numbers)
The free webinar is an opportunity for young and experienced technology professionals to receive insider insights on the recruitment process, helpful information on global opportunities, and personalized guidance on how they may improve their application. Through this Live Event, Arthur Lawrence hopes to uncover many of the myths that surround the IT consulting industry.
Do you feel like you are the captain of your career, or more like a galley slave—chained to a job that you don’t like, or perhaps one that pays slave wages?
In this webinar professional recruiter, business owner and best-selling author Jack Molisani discusses short-term tactics and long-term strategies for increasing your corporate value—and thus your standard of living.
“My career has had its highs, its lows, and everything in between. I learned from each win and each challenge, and I’ll share my life- and career-changing realizations with you in this entertaining and informative session.
As a mentor once told me: ‘Learn from the success and failures of others—it’s faster than making them yourself!’”
Want to increase your standard of living?
View the slides to this webinar!
My talk on AI for Human Resource Management at the Faculty Development Programme conducted by Department of Management Studies MVGR College of Engineering
You have precisely 15 seconds to make a good first impression. Welcome to the world of Tweet-style cover letters and bulletized resumes. What is your ROI? How do you differentiate yourself from your completion? How can you help a firm with its SEO and SEM? Are you a team player? A good fit? And when can you start? Be sure to Google yourself; they will.
Interview = A meeting with an objective
Employer’s objective is to find the best person for the job
“Employer”: Reviews candidate’s experience and abilities
Can you do the job? (skills, ability, qualifications)
Will you do the job? (interest, attitude & motivation)
How will you fit into the organization? (personality)
“You”: Impress employer and assess the position on offer
What does this position offer me? (salary, interest areas)
How does it fit with my career plans? (aspiration, growth)
Congratulations - you have passed the first hurdle
You must prove that you are the most suitable candidate for this position
Similar to IIT Bombay - First Steps to a Successful Career (20)
Stochastic Control/Reinforcement Learning for Optimal Market MakingAshwin Rao
Optimal Market Making is the problem of dynamically adjusting bid and ask prices/sizes on the Limit Order Book so as to maximize Expected Utility of Gains. This is a stochastic control problem that can be tackled with classical Dynamic Programming techniques or with Reinforcement Learning (using a market-learnt simulator)
Understanding Dynamic Programming through Bellman OperatorsAshwin Rao
Policy Iteration and Value Iteration algorithms are best understood by viewing them from the lens of Bellman Policy Operator and Bellman Optimality Operator
A.I. for Dynamic Decisioning under Uncertainty (for real-world problems in Re...Ashwin Rao
Slides from the Research Seminar talk I gave at Nvidia. The topic was: A.I. for Dynamic Decisioning under Uncertainty (for Real-World problems in Retail and in Financial Trading)
Overview of Stochastic Calculus FoundationsAshwin Rao
This is a quick refresher/overview of Stochastic Calculus Foundations. This assumes you have done a Stochastic Calculus course previously and now want to review/revise the material to prepare for a course that lists Stochastic Calculus as a pre-req. In these 11 slides, I list the key content you must be familiar with within Stochastic Calculus.
Risk-Aversion, Risk-Premium and Utility TheoryAshwin Rao
This lecture helps understand the concepts of Risk-Aversion and Risk-Premium viewed from the lens of Utility Theory. These are foundational economic concepts used widely in Financial applications - Portfolio problems and Pricing problems, to name a couple.
To make Reinforcement Learning Algorithms work in the real-world, one has to get around (what Sutton calls) the "deadly triad": the combination of bootstrapping, function approximation and off-policy evaluation. The first step here is to understand Value Function Vector Space/Geometry and then make one's way into Gradient TD Algorithms (a big breakthrough to overcome the "deadly triad").
Stanford CME 241 - Reinforcement Learning for Stochastic Control Problems in ...Ashwin Rao
I am pleased to introduce a new and exciting course, as part of ICME at Stanford University. I will be teaching CME 241 (Reinforcement Learning for Stochastic Control Problems in Finance) in Winter 2019.
HJB Equation and Merton's Portfolio ProblemAshwin Rao
Deriving the solution to Merton's Portfolio Problem (Optimal Asset Allocation and Consumption) using the elegant formulation of Hamilton-Jacobi-Bellman equation.
A Quick and Terse Introduction to Efficient Frontier MathematicsAshwin Rao
A Quick and Terse Introduction to Efficient Frontier Mathematics. Only a basic background in Linear Algebra, Probability and Optimization is expected to cover this material and gain a reasonable understanding of this topic within one hour.
Recursive Formulation of Gradient in a Dense Feed-Forward Deep Neural NetworkAshwin Rao
Recursive Formulation of Gradient in a Dense Feed-Forward Deep Neural Network. Derived for a fairly general setting where the supervisory variable has a conditional probability density modeled as an arbitrary Generalized Linear Model's "normal-form" probability density, and whose output layer activation function is the GLM canonical link function.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
This presentation provides a briefing on how to upload submissions and documents in Google Classroom. It was prepared as part of an orientation for new Sainik School in-service teacher trainees. As a training officer, my goal is to ensure that you are comfortable and proficient with this essential tool for managing assignments and fostering student engagement.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
1. First steps to a Successful Career
Ashwin Rao
IIT Bombay, Oct 2013
2. My background
• B.Tech. Computer Science. IIT-Bombay.
• Ph.D. Algorithmic Algebra. USC, Los Angeles.
• VP. Quant Strategist. Goldman Sachs, NY.
• Managing Director. Morgan Stanley.
• Founder. ZLemma.com (A Tech Startup)
3. Life after IIT
• IIT tag follows you. Is it a good thing ?
• "We were so naive during our IIT days !"
• Acquire versatility in skills and personality
• Associate with people different than you
4. What are suitable jobs for me ?
• You can figure it out objectively
• Glamour, Money and the Mom Syndrome
• Understand your Skills and your Taste
• Think Career, not Jobs
5. Prepare Well, but Chill Out
• Research the various jobs thoroughly
• Advice from your classmates and seniors ?
• Personal Life versus Professional Life
• Never compare yourself with others !
• Easy to correct bad jobs or wrong decisions
6. Higher Studies
• Titles like MBA, Ph.D. - what is their value ?
• What do the best employers care about ?
• Ph.D. è If you want to be an academic
• MBA è Reset career. Timing? India or US?
• Masters versus Ph.D.
8. Current Wall Street Scenario
• Regulations have reshaped the industry
• Compensation levels down but still high
• Engineers are thriving in quant finance
• Markets turning increasingly electronic
• More emphasis on vanilla trading businesses
9. Tech Jobs
• Boom in Tech, particularly in Silicon Valley
• Tech jobs don't pay well ?
• Example - Big Data
• Google, Facebook, Apple, Amazon
• Exciting tech jobs in India ?
10. Quant Finance versus Tech
• Do you enjoy Continuous Math?
• Depth versus Breadth
• Office environment and Colleagues
• Compensation
• Location
11. Interviews
• Represent your abilities clearly and accurately
• Typically, a large and diverse set of interviewers
• Flood of puzzles/programming/math problems
• Tough Qs in your claimed areas of expertise
• Evaluation of your communication and attitude
12. Startups
• Not for everyone
• <Market, Product, Team>
• Funding
• Advisors
• Passion
13. ZLemma
• Zlemma.com evaluates your profile in great detail
• Zlemma Quotient (ZQ) – your suitability for a job
• ZQ is a score out of 100 for a specific job
• Hiring manager model their requirements in detail
• Jobs ranging from Silicon Valley to Wall Street
14.
15.
16. Addendum
• Tune in to: blog.zlemma.com
• Write to: ashwin@zlemma.com for advice
• Our app is your friend: zlemma.com