Machine Learning Engineer, with 5 years of experience. Natural Language Processing and Computervision. Python, PyTorch, Git, Kubeflow, Flask.

1. Andreas Chandra
5+ years in AI and ML | Applying machine learning model to solve business
problem
linkedin.com/in/chandraandreas
github.com/andreaschandra
andreaschaandra@yahoo.com
EXPERIENCE
Ajaib, Senior Data Scientist
November 2021 - PRESENT
Build risk modeling for stocks using Python, build dashboard analytic
tool for risk management using Looker, Build proof of concept deep
learning model around OCR for KYC using Python and PyTorch.
Warung Pintar, Data Scientist
March 2021 - October 2021
Build an end-to-end machine learning model and collaborate with
several stakeholders including product managers, data engineers, and
data analysts.
Warung Pintar, Machine Learning Engineer
March 2018 - February 2021
Define business problems and hypotheses, develop and design
machine learning applications including data gathering, cleansing,
feature engineering, modeling, and presenting the model to business
users across domains.
Maintain existing deployed models to keep up with the current
distribution data.
Oktagon, Data Scientist
November 2017- February 2018
Define and develop marketing metrics, data collection, modeling and
reporting to the marketing team.
Develop recommendations to optimize marketing processes.
Unistellar Media Lab, Lead Data Scientist
May 2017 - November 2017
Work cross-functionality to define problem statements, data
collection, and build analytical models and make recommendations.
Provide insights and data visualization to support business decisions.
SKILLS
​
Major in Python, Machine
Learning, Deep Learning, Natural
Language and Speech Processing,
Data Visualization, Problem
Analysis
​
Minor in Computer Vision, R
Language, Shell Scripting,
Interactive Dashboard
AWARDS
1st Runner Up at Datathon for
Edu by DeepTech - April 2019
7th at UKARA Challenge by
Gadjah Mada University -
October 2019

2. EDUCATION
Amikom University of Yogyakarta, Bachelor
2013 - 2017
Informatics Engineering, Cum Laude.
PUBLICATIONS
Comparison of Feature Selection in Imbalance Text
Dataset - ICIMTech 2019
Examining three feature selection methods including term frequency,
mutual information, and chi-square using indonesian news dataset,
reuters, and 20 Newsgroups dataset.
Experiments on Paraphrase Identification using Quora
Question Pairs Dataset - Preprint 2020
Modelled sentence-pair classification using Quora Question Pairs
dataset to infer if pairs of sentences are paraphrased using long
short-term memory, pre-trained BERT and several machine learning
algorithms.
An End-to-End Optical Character Recognition Pipeline
for Indonesian Identity Card - ICOICT 2021
Build and benchmark several deep learning pipelines to extract
information from the image that contains the identity card. The paper
utilizes contour-based, Faster R-CNN, and YOLOv5.