
Prakash Kantumutchu
ML‑Ops Trainer & AI/ML Engineer — Generative AI, LLMs, MLOps
kpdagrt
Kolkata, West Bengal, India
Joined November 2025
Network
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Summary
Career transition from aircraft maintenance engineering to applied AI/ML and MLOps — Prakash moved from a hands‑on engineering role at Air India into data science and machine learning, completing an M.Tech and building a portfolio of data projects while gaining roles in AI/ML engineering and MLOps. datacamp+2
Practitioner focus on MLOps, LLMs and Generative AI — public posts and profile metadata emphasize MLflow, GitHub Actions, Docker, Hugging Face fine‑tuning, LangChain/prompting, Azure deployments and tooling for reproducible model delivery. bold+1
Trainer and educator — besides engineering roles, Prakash is active as an ML‑Ops trainer and has authored instructional posts and short guides (PyTorch tips, LoRA vs QLoRA) on LinkedIn and contributes portfolio projects used to teach data skills. linkedin+1
Active portfolio and community presence — maintains DataCamp project portfolio and Kaggle accounts (multiple handles), engages in GitHub community discussions (github username referenced as kpdagrt22) and posts about practical ML topics on LinkedIn. kaggle+2
Work
Education
Projects
Writing
The Lie of NLP: A Sarcastic Survival Guide
LinkedIn post discussing common misconceptions and practical realities in NLP work (opinion/educational piece).
Comparing LoRA and QLoRA for LLM fine‑tuning
LinkedIn post summarizing differences between LoRA and QLoRA approaches for LLM fine‑tuning and practical guidance.
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