Vivek Seth
AI ML Data Science Engineer
Greater Allahabad Area India
Summary
👤
Senior🎓
Top SchoolVivek Seth is an AI/ML-focused Associate Software Engineer based in Pune with a strong academic foundation from IIT Bombay and about two years of hands-on industry experience in production-grade ML systems. He has built end-to-end solutions across fintech, investment research, and manufacturing—projects include a FastMCP-based AI instrumentation platform integrating OpenAI and LiteLLM for compliant event lifecycle automation, an Azure OpenAI-powered ESG reporting tool, and a CUDA-optimized invoice extraction pipeline using Qwen-VL. Comfortable with embedding-based retrieval and semantic classification, he implemented a ChromaDB + Sentence Transformers UNSPSC classification pipeline to map purchase orders to industry codes. Beyond implementation, he has taught ML and operations analysis as a TA at IIT Bombay, signaling an ability to explain complex concepts clearly. Though early in his industry tenure, Vivek demonstrates a pattern of building pragmatic, scalable ML tooling that bridges research models and enterprise workflows.
13 years of coding experience
Indian Institute of Technology BombayHigh School and Intermediate, High School and Intermediate at Shree G.B.Pant Foundation Mumbai Inter CollegeB.Tech, Carpet & Textile Technology, 7.45/10, B.Tech, Carpet & Textile Technology, 7.45/10 at Indian Institute Of Carpet Technology
English
Github Skills (8)
data-generation10
javascript10
unit-test10
nodejs9
typescript-types7
typescript7
typescripts7
browser5
Programming languages (7)
Github contributions (5)
vivekseth/hash_table
Sep 2015 - Nov 2016
Contributions:10 commits, 1 PR, 9 pushes in 1 year 1 month
hashtablegenericthreadsafethread-safe
vivekseth/blog-posts
Feb 2017 - Aug 2020
Contributions:58 commits, 39 pushes, 4 branches in 3 years 6 months
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