Writing & Talks

Sharing learnings from building AI systems, distributed platforms, and production infrastructure. Technical deep-dives, case studies, and lessons learned.

Technical Writing

Conference Talks

Knowledge Sharing

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New to my writing? Here's where to begin based on your interest area.

AI Development & Productivity

My viral article on building the ultimate Claude Code setup. 464 claps, real insights from daily usage.

Read: Ultimate Claude Code Setup

Technical Deep-Dive

LLM Optimization

Technical exploration of model compression, quantization, and performance optimization techniques.

Read: AWQ Quantization

Career Guide

AI Career Strategy

A roadmap for building a career in AI, especially for young professionals in India.

Read: AI Career Roadmap

All Articles

In-depth explorations of GenAI systems, infrastructure design, and engineering best practices.

Medium

Featured

464

I Spent Months Building the Ultimate Claude Code Setup. Here's What Actually Works.

6 MCP servers, 130+ agents, 64 skills — and the truth about what's worth your time. No marketing fluff, just an honest assessment from real daily usage.

(dtwdistance) Dynamic Time Warping Distance

Deep dive into Dynamic Time Warping distance concepts and practical use cases. Covers algorithm fundamentals, implementation patterns, and real-world applications in time series analysis.

AWQ: Revolutionary Approach to Quantization for LLM Compression

Exploring Activation-aware Weight Quantization for efficient large language model compression and acceleration. A deep dive into cutting-edge optimization techniques.

Unleash the Power of Video-LLaMA: Revolutionizing Language Models

Video-LLaMA brings video and audio understanding to large language models. Exploring how this breakthrough enables multimodal AI capabilities.

Perfscope: Measure-First Python Performance in the Age of Vibe Coding

A lightweight, decorator-based profiler/APM that shows you exactly where time and memory go — on your laptop or in production.

Highlights of AI Index Report 2023

Stanford University Human-centered AI (HAI) published the AI Index Report 2023. A comprehensive breakdown of key findings and industry trends.

Exploring TermGPT: Terminal-based Interactions with GPT

A powerful tool for bringing GPT capabilities directly to your terminal. Command-line AI interactions made simple and efficient.

The Python Interview Almanac

Comprehensive guide covering essential Python concepts, patterns, and best practices for technical interviews.

Introducing Shell-AI: Elevate Your Command Line with Natural Language

Natural language interface for your command line. Execute complex commands using plain English instructions.

Jailbreaking GPT-4's Code Interpreter: Unleashing Untamed AI

Exploring the boundaries and capabilities of GPT-4's Code Interpreter. A deep dive into its potential and limitations.

AutoDev vs Devin: The Pioneers of AI-Driven Software Engineering

In-depth comparison of AutoDev and Devin, marking a new era where AI agents autonomously write, test, and deploy code.

AI Is an Elephant: A Simple Map of How We Got Here — and What Comes Next

If you're a 20–25-year-old in India trying to build a career or business in AI, the hardest part isn't learning one more framework. A roadmap for understanding the AI landscape.

World Mental Health Day 2025: Small, Trustworthy Steps for Everyday Calm — Introducing MannSetu

Today, Oct 10, the world spotlights mental health. Here's a simple way India can make it doable—one minute at a time. Introducing MannSetu AI wellness platform.

Writing Topics

Areas I write about regularly, organized by category.

AI & Machine Learning

5 articles

AI Agents

AutoDev vs Devin

Stanford AI Index

DTW Algorithms

Career in AI

Python & Performance

2 articles

Perfscope APM

Profiling

Memory optimization

Decorator patterns

India & Social Impact

3 articles

India Stack

Protocol thinking

Climate AI

Philanthropy

Mental Health & Wellness

2 articles

MannSetu

AI wellness

Mental health awareness

Accessible care

Multi-Agent Systems Playbook

7 lessons from building 15+ production AI agents

$0.99

Talks & Events

Conferences, summits, and community events I've participated in.

The Makers Summit by Inc42

Attendee

2024

India's largest product conference. Explored product management, growth strategies, and user-centric design with founders, PMs, and builders from across India.

Product

Growth

Startups

RAISE2020, IIT Madras

Attendee

November 2020

Attended robotics and AI summit focused on cutting-edge research in autonomous systems, computer vision, and reinforcement learning.

Robotics

Research

IIT Madras AI Summit

Attendee

October 2020

Participated in discussions on production ML systems, model deployment strategies, and AI ethics. Networked with ML engineers from leading tech companies.

Machine Learning

Production AI

Ethics

Interested in AI/ML Content?

Follow my writing on Medium and Dev.to for technical deep-dives, case studies, and practical insights from building production AI systems.

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Writing & Talks

Start Here

AI Development & Productivity

LLM Optimization

AI Career Strategy

All Articles

I Spent Months Building the Ultimate Claude Code Setup. Here's What Actually Works.

(dtwdistance) Dynamic Time Warping Distance

AWQ: Revolutionary Approach to Quantization for LLM Compression

Unleash the Power of Video-LLaMA: Revolutionizing Language Models

Perfscope: Measure-First Python Performance in the Age of Vibe Coding

Highlights of AI Index Report 2023

Exploring TermGPT: Terminal-based Interactions with GPT

The Python Interview Almanac

Introducing Shell-AI: Elevate Your Command Line with Natural Language

Jailbreaking GPT-4's Code Interpreter: Unleashing Untamed AI

AutoDev vs Devin: The Pioneers of AI-Driven Software Engineering

AI Is an Elephant: A Simple Map of How We Got Here — and What Comes Next

World Mental Health Day 2025: Small, Trustworthy Steps for Everyday Calm — Introducing MannSetu

Read More on Medium & Dev.to

Writing Topics

AI & Machine Learning

Python & Performance

India & Social Impact

Mental Health & Wellness

Multi-Agent Systems Playbook

Talks & Events

The Makers Summit by Inc42

RAISE2020, IIT Madras

IIT Madras AI Summit

Interested in AI/ML Content?