AtechnologistobsessedwithsolvinghardAIproblems
Over 5+ years at Flipkart, I built AI systems that serve hundreds of millions of users — from a machine translation platform spanning 11 Indian languages to FK-GPT, where the 8B model outperformed GPT-4o-mini and the 70B achieved parity with GPT-4o on e-commerce tasks at 3x lower cost. Now, as Co-Founder & Tech Lead of WizzMe, I'm applying first-principles thinking to reinvent how people access trusted knowledge from their networks.
My research has been published at ACL, EMNLP, and NAACL — the top venues in natural language processing. Before all this, I earned JEE Advanced AIR 65 and studied Computer Science at IIT Bombay.
Years in AI/ML
JEE Adv. AIR
Top-Tier Publications
LLM Cost Savings
CareerJourney
From IIT Bombay to building AI systems at scale — each role building on the last.
8B outperformed GPT-4o-mini; 70B achieved GPT-4o parity on e-commerce. 3x cost savings vs commercial LLMs.
Neural Speech-to-Speech Translation. Implemented LSTM encoder + attention-based decoder combining speech recognition, translation, and synthesis.
Chest X-Ray diagnosis using deep learning. Hierarchical multi-label classification with CNNs. Top 30 placement in Stanford's CheXpert Competition.
TechnicalDepth
Core competencies honed through years of building production AI systems at scale.
Large Language Models
Natural Language Processing
Conversational AI & Search
Deep Learning & Vision
ML Infrastructure
Product & Entrepreneurship
Publications
Peer-reviewed research at top-tier NLP venues.
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation
Amey Patil, Tejpalsingh Siledar, Sudhanshu S. Singh, Muthusamy Chelliah, Nikesh Garera
Read PaperLarge-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints
Amey Patil, Nikesh Garera
Read PaperProduct Description and QA Assisted Self-Supervised Opinion Summarization
Amey Patil, Tejpalsingh Siledar, Banerjee, Sudhanshu S. Singh, M. Chelliah, N. Garera, Bhattacharyya
Read PaperSynthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce
Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, M. Chelliah, N. Garera, Bhattacharyya
Read PaperAwards
Flipkart Value Champion
Building FK-GPT with 3x cost savings vs commercial LLMs
Ace Alliance — Best DS Team
Exceptional contribution to Flippi chatbot and semantic search
Flipkart Innovation Award
Machine translation platform for 11 Indian languages
Flipkart Innovation Award
Translation platform expanding reach to India's linguistic communities
GitHub Arctic Code Vault
Code contributions archived for long-term preservation
JEE Advanced AIR 65
All India Rank 65 — IIT Bombay Computer Science
AcademicFoundation
BTech Computer Science & Engineering
IIT Bombay
2016-2020
- JEE Advanced AIR 65 · JEE Mains AIR 130
- Research in AI for medical imaging
- Core CS + AI/ML specialization
Intermediate / +2
Pace Jr. College Mumbai
2014-2016
- Outstanding JEE performance
- Foundation for IIT Bombay admission