Hi, I am Neeraj.
Software Engineer & Product Manager building AI & SaaS products.
Currently, PM lead BrowserStack.com AI platform. Sharing my learnings here on How I AI as a PM.
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Hackathon (after a long time!): Portkey AI Builder Challenge
Published:• 2 min readHow we built a Cost-Quality Optimization system using Historical Replay and won the Portkey AI Builder Challenge hackathon.
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Customer Feedback Analysis: From Days to Minutes with AI
Published:• 1 min readHow I built a customer feedback analysis system that saves days of manual research and creates synthesized reports for different audiences.
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With AI, Aim 10X or Nothing
Published:• 2 min readAI has exposed the reality of digital work - those who spent time on high-value deep thinking vs run-of-the-mill tasks. Time to aim 10X.
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Code From Phone: 5 Steps to build a AI Coding Server in 1 hour.
Published:• 2 min readBuild a complete AI coding environment accessible from your mobile phone in just 10 minutes for $6/month. Code anywhere, anytime using SSH, VPS, and AI coding agents.
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Fine-tuning 101: Qwen3 0.6B on CodeForces Data
Published:• 6 min readHands-on journey on fine-tuning Qwen3-0.6B on competitive programming problems using HuggingFace infrastructure and Claude Code.
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Designing Memory System for AI Agents
Published:• 4 min readTo design memory systems for AI agents with a practical implementation of personalized quizzing app.
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Demystifying AI Agents (1/X): Agent Primitives
Published:• 9 min readThe no buzz-word primer on AI Agents you were looking for! Understanding agent primitives and build a GitHub PR Orchestrator Agent.
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Learnings from building an AI coding agent: Trustworthy AI Workflows - (3/3)
Published:• 8 min readBuilding trustworthy AI workflows of your features.
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Learnings from building an AI coding agent: How I build 'AI Evals' system for my product (2/3)
Published:• 5 min readDefining evaluation methodology, metrics & evals, and using LLM-as-a-judge for my product, a coding agent.
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Learnings from building an AI coding agent: Key Learnings (1/3)
Published:• 3 min readLearnings from building AI/LLM coding agents highlighting value of AI evals, trustworthy workflows and the impact created.