cv

at a glance

Basics

Name Shreyans Jain
Label Data Scientist/ML Researcher
Email jshrey8@gmail.com
Summary Self Taught Data Scientist with 8 years of Applied ML work ex, Interested in AI safety and interpretability research.

Projects

  • 2024.01 - Present
    Visualize Training
    Package for creating visualizations for the Training Dynamics of a Neural Network.
    • Package Creation for Visualizing Training Dynamics
    • Experiments on Attention rate as a hyperparameter for Generalization Strategies

Work

  • 2021.07 - 2024.05
    Senior Data Scientist
    GEP Worldwide
    Leading a P2P Pod including multiple products (Invoices OCR, Search, Requisition, Catalog) involving end-to-end product lifecycle management, engineering, software architecture design, machine learning, deployment, product roadmap design & people management which serves lakhs of users per day.
    • Custom OCR Invoice Extractor supporting more than 100k invoice formats
    • Entity & Intent Detection using prompt engineering on GPT-3.5 models
    • Powering the global Item catalog, Category & Supplier Search across the whole platform
  • 2019.11 - 2021.07
    Data Scientist II
    Bookmyshow
    Contributing to all things ML for Bookmyshow, including building a real time recommender system from scratch, dyanamic pricing solutions and User Engagement Solutions.
    • Created the Next-Gen Real Time Centralized Personalization System which captured the Affinity (GLoVe),Collaborative (ALS), Content Similarity (Doc2Vec) and Exploration (Reinforcement Learning) aspects
    • Automated Dynamic Pricing Algorithm for Live events and movies
    • Created & Deployed an Engagement Score Metric to quantify and measure the ongoing User Engagement on the platform
  • 2019.01 - 2019.10
    Data Scientist - Asst. Manager
    Hotstar
    • Created a Churn Prediction Model for our Cricket user base
    • Created a User Segmentation Model of our customer base
    • Created an Email Categorization Model to assist the Customer Support Team
  • 2016.03 - 2019.01
    Consultant
    Fractal.ai
    • Leading a Inventory Management Solution for Fortune 500 CPG company, involving forecasting, dashboarding and team management
    • Created a Text Mining Model to automate the product mapping procedure
    • Created a Recommender System using Collaborative Filtering for a Major CPG Company

Volunteer

  • 2023.05 - 2023.09

    Volunteer Contributor
    Minari - Farama Foundation
    • Contributed to misc features in the Minari Package
    • Contributed to the integration of Minari with CleanRL

Education

  • 2011.08 - 2015.05

    Jaipur, India

    B.Tech
    Malaviya National Institute of Technology
    Civil Engineering

Interests

AI Safety/Ethics
Mechanistic Intepretability
AI Alignment
Reinforcement Learning
Multi Agent RL
Offline RL