Vivek Seth
Associate Software Engineer - AI ML
Pune, Maharashtra, 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
2 years of employment as a software developer
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, B.Tech , Carpet & Textile Technology at Indian Institute Of Carpet Technology
English
Github Skills (8)
data-generation10
javascript10
unit-test10
nodejs9
typescript-types7
typescript7
typescripts7
browser5
Programming languages (8)
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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