// Summary
Highly skilled Machine Learning Engineer with a decade of pioneering experience. Proven ability in architecting and deploying global-scale, end-to-end ML systems, grounded in a robust theoretical understanding. Passionate about leveraging AI to solve complex problems and drive innovation.
// Professional Experience
Machine Learning Engineer, Lead
Google | Hyderabad, India
July 2020 - Present
- Spearheaded the design and implementation of core ML infrastructure as a founding member of the Google One Machine Learning team.
- Owned and launched multiple high-impact ML targeting and personalization projects, benefiting billions of users worldwide.
- Engineered advanced classification models, user clustering algorithms, and contextual bandits to accurately predict user subscription propensity, significantly accelerating growth, boosting engagement, and minimizing churn.
Research Engineer, Machine Learning
Samsung R&D Institute | Bangalore, India
June 2016 - July 2020
- Developed a sophisticated natural language dialogue understanding system.
- Architected and implemented a cognitive module for a Social Robot, enabling it to process and interpret audio-visual environmental data using Object Detection, Activity Recognition, and NLU.
- Fine-tuned BERT models to create a high-accuracy question-answering system for news articles.
// Education
Master of Engineering in Computer Science
Indian Institute of Science | Bangalore, India
2014 - 2016
Thesis: "Temporal Scoping of Relational Facts" (NLP Domain) under Dr. Partha Pratim Talukdar (Deepmind, Google).
Bachelor of Engineering in Computer Science
Jadavpur University | Kolkata, India
2009 - 2013
// Core Competencies
Java
Python
SQL
LLM
Gemini
Machine Learning
Data Science
NLP
Computer Vision
Classification
Clustering
End-to-End ML Systems
Contextual Bandits
BERT
Object Detection
Activity Recognition
ML Infrastructure
Personalization