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stuff dk builds

A few things I've built so far.


zarie · multi-agent ai assistant

AI assistant on Slack and Telegram that handles reminders, schedules, tasks, and team workflows through natural language. Two-agent system: an orchestrator handles user conversations, sub-agents run background jobs (scheduling, calendar sync, web search, gmail).

I worked across prompting, memory, and evals tooling, on giving Zarie enough personality and continuity that it actually felt like an assistant, not just another chatbot.

Wound it down since Zarie wasn't solving a pull-based, urgent problem. Open-sourced since.

tags: multi-agent · memory · evals · prompting

factory rag · internal docs chatbot for an sme manufacturer

Built end-to-end for a friend running an SME manufacturing company. 500 pages of machine manuals across 9 SKU types, deployed internally for in-house technicians and customer-side technicians on site. They ask the bot breakdown questions, the bot answers with the relevant section from the manual.

Internal tool, so no public artifacts to share, but happy to chat about how it was built.

tags: rag · embeddings · vector db

backtest bro · backtesting for retail option traders

[ hackathon project · finalist · 2024 ]

Backtesting tools are largely limited to pro-traders on desktop. Backtest Bro brings one-click backtesting to mobile, so retail traders can trade smarter. Calculate your strategy's win rate, max profit/loss, expected outcome, and an overall rating in one tap, with configuration options for power users.

tags: product design · llm · fintech

stocks near me · a map of public-market stocks around you

[ hackathon project · crowd favourite winner · 2023 ]

Zomato has a map of food restaurants near you. Stocks Near Me has one for public market stocks: click any spot to see the listed companies whose products touch the stores around you. Walked past a kirana? The FMCG giants that stock its shelves. Tyre shop? MRF and the rest of the auto-OEMs. Built as a curiosity project, both to surface how much of the public market already touches everyday life, and to build investing intuition from the shops and brands you see doing well.

tags: product design · engagement

my cover calculator · health insurance advisor

Picking a health insurance policy in India is unreasonably hard. Built a calculator that takes your health habits and family history to recommend a cover amount that holds up over time, accounting for medical inflation and the risks you're likely to face.

tags: web-calculator · fintech