Ian Herve Chu Te

Data Scientist / Machine Learning Engineer / Full-stack Software Engineer

Website Kaggle LinkedIn GitHub StackOverflow Acclaim EXPERIENCE

Golden Entropy Marketing — Data Scientist

Los Angeles, CA (remote) October 2022 - present

● Various loan lead valuation and optimization models and algorithms Bodhala — Machine Learning Engineer

NYC, NY / Ann Arbor, MI (remote) March 2021 - October 2022

● Various legal spend-related use cases (confidential) Star Media Group — Data Scientist, Manager

Kuala Lumpur, Malaysia August 2019 - August 2021

● Weekly Summary Generator with automated summarization of articles, intelligent topic grouping and selection (sample)

● Propensity models for subscription, free trial and churn

● Methodologies for building optimized audience segments

● News article taxonomy tagger enriched by metadata from WikiData and locally-curated entities and topics

● Content attribution model using Shapley values

● Automated calorie and cooking time estimation algorithm

● Several web scrapers for competitor analysis

(Python, Pandas, Scikit-Learn, Keras, TensorFlow, Google Compute Engine) SEEK — Data Scientist

Kuala Lumpur, Malaysia December 2018 - March 2019

● Automated, context-sensitive business entity fingerprinting engine (for lookalike search, mining of “human-like” latent variables, topic prediction)

(Python, Pandas, Spark, Scikit-Learn, Keras, PyTorch, TensorFlow, Databricks) Astro — Senior Associate, Data Scientist

Kuala Lumpur, Malaysia October 2017 - October 2018

● Unsupervised, automated football match highlights generator (from video and audio features)

● TV subscription propensity-to-purchase model based on historical subscription, viewership and interactions data

● Customer value model that forecasts the future 1-year value of a customer

● Custom address matching algorithm optimized for Malaysian addresses

(Python, Spark, Scikit-Learn, XGBoost, Keras, PyTorch, TensorFlow, Docker) Teradata — Data Scientist

Metro Manila, Philippines September 2016 - June 2017

● Several data analytics proof-of-concept projects (market basket analysis, text tagging, text classification, image classification and audience targeting) Email:

ad2vfh@r.postjobfree.com

AWARDS

Data Unchained Malaysia 2018 -

1st place (team)

Data Unchained Malaysia 2018 -

Best Data Scientist (individual)

AWS Hackdays: ML Malaysia -

1st place (team)

AWS Hackdays: ML Southeast

Asia - 3rd place (team)

Cum Laude (GPA 3.4)

Lexmark Corporate Scholar

CERTIFICATIONS

IBM Data Science Professional

Certificate

Teradata Aster Professional

Hortonworks Certified Associate

TOEFL

Programming in C#.NET

PSM 1 Certified - scrum.org

LANGUAGES

Native:

● English

● Filipino

Tagalog

Bisaya

Basic:

● Bahasa Malaysia

● Chinese (普通话)

● Reusable machine learning plugins in the Dataiku platform

(Teradata, Aster, Dataiku, Python, Spark, Scikit-Learn, TensorFlow) BCV Evolve Social (Part-time) — Data Engineer

Chicago, USA (remote) March 2016 - September 2016 ETL scraper tool for TripAdvisor data; real-time dashboards

(Clojure, PostgreSQL, Enlive)

Code Ninja — Software Engineer

Metro Manila, Philippines March 2016 - September 2016 Real-time analytics dashboards

(PHP, JavaScript, Firebase, PostgreSQL)

Accenture — Software Engineer

Cebu City, Philippines January 2015 - March 2016 Data-driven banking and media web applications

(C#.NET, JavaScript)

Lexmark — Software Engineer

Cebu City, Philippines May 2013 - December 2014

Interactive waveform tool for diagnosing printer mechanisms

(C#.NET, XNA Game Studio)

EDUCATION

Silliman University, Philippines — BS Computer Science Thesis: “Deep Learning Gaussian Radial Basis Function Networks with an Application to Phone Recognition” (published at IRCIEST 2013 - page 60) 2008 - 2013

Georgia Institute of Technology, USA — MS Computer Science Specialization: Machine Learning

2018 - 2022

PERSONAL PROJECTS

LambdaML — an extensible functional ML library for Python Shapley Attribution Model — Shapley Value for Attribution Zalora Scraper — a web scraper for Zalora written in Python chutychart.js — a stock visualization library for JavaScript toady — easily visualize high-dimensional data in 2d space Goalpost Detector — OpenCV-based goalpost detection algorithm ianchute-website — my personal website

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