Shamik
Lead ML Engineer at Code and Theory
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolShamik is a Lead ML Engineer based in Montreal with 8 years of experience designing and shipping production-grade NLP and generative AI solutions across finance, media, and retail. He has led end-to-end LLM/ML projects—from prompt engineering and model compression (LoRA, QLoRA, ONNX) to containerised deployments and microservice architectures—delivering products such as extractive summarisation for financial reports, ESG recommender systems, and personalised creative campaign generators. At Code and Theory he built ContextLens, a GenAI-driven contextual visualization layer, and resilient web agents for large-scale scraping, demonstrating a blend of product thinking and adversarial engineering. Comfortable managing Agile delivery and mentoring teams, he pairs hands-on model work with pragmatic product leadership and a background in quantitative commodity analysis that informs his data-driven approach.
8 years of coding experience
6 years of employment as a software developer
PGDM Business Analytics Market Research Corporate Strategy, PGDM Business Analytics Market Research Corporate Strategy at Institute of Management Technology, HyderabadBachelor of Science - BS Chemistry French & English, Bachelor of Science - BS Chemistry French & English at SAICE
English, French, German, Spanish
Github Skills (63)
face10
intel10
onnxruntime10
google10
natural-language-processing10
nlp10
hero10
image9
transformers9
pytorch9
python9
machine-learning9
multimodal9
bert9
tensorflow9
Programming languages (7)
Github contributions (5)
Shamik-07/CodeSnippets
Mar 2022 - Dec 2022
Creating this Repo for including codes as well as Wiki containing code snippets
Contributions:83 commits, 8 PRs, 216 pushes in 8 months
Shamik-07/Speech2Text
Nov 2021 - Dec 2024
Contributions:6 pushes in 3 years 1 month
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