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that's me! 👋
✂️ pasted fresh into the scrapbook —
Ilesh Patel
Artificial Intelligence Engineer
Designing End-to-End AI Systems & Scalable ML Solutions.
Surat, Gujarat, India
things I live by
The Rule Book
rules for building
- 1.
evaluate and validate model performance before jumping into deployment.
- 2.
clean data and solid feature engineering beat overly complex architectures every time.
- 3.
design end-to-end AI systems with explainability and human-in-the-loop oversight.
& rules for me
- 4.
RAG without proper chunking and vector search relevance is just noise.
- 5.
keep inference latency low and APIs RESTful and responsive.
- 6.
stay curious — the field of AI and Machine Learning reinvents itself continuously.
— ilesh ✌️
scribbled over the years — still holding up 📖
from the notebook