THE NOTEBOOK

Thoughts & Insights

Exploring AI, product management, and engineering — one essay at a time.

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AI/ML Dec 2024 5 min read

Building AI Agents with WebSockets

Exploring how to create real-time AI agents using FastAPI WebSockets and GPT models for natural language task management...

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Product Nov 2024 7 min read

From Engineering to Product Thinking

My journey transitioning from building features to thinking about user problems, market fit, and product strategy...

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Engineering Oct 2024 6 min read

Real-Time Pose Estimation with MediaPipe

Building a push-up counter using computer vision: lessons learned from angle calculations, form validation, and live feedback...

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AI/ML Sep 2024 8 min read

LLM Integration Patterns

Best practices for integrating large language models into production applications, from prompt engineering to cost optimization...

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Product Aug 2024 9 min read

Case Study: E-Waste Management Platform

How we built a full-stack solution for SIH 2023, balancing user needs, technical constraints, and environmental impact...

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