Project Humanizer
Identified real user pain: AI text getting flagged. Built the fix — FastAPI wrapping Groq Llama 3 + spaCy. Validates, batches, clean JSON. Full problem-to-live loop.
- FastAPI
- Groq · Llama 3
- spaCy
subarna@kathmandu:~$ whoami
the builder who learned to ask why_
BCA · FINAL SEM · KATHMANDU
I spent three years building software that runs itself. Now I'm doing the harder job — figuring out what to build and why. Technical enough to read a stack trace. Builder enough to ship in a week.
02 / STUFF THAT'S ACTUALLY RUNNING
Identified real user pain: AI text getting flagged. Built the fix — FastAPI wrapping Groq Llama 3 + spaCy. Validates, batches, clean JSON. Full problem-to-live loop.
Problem: consistent presence costs 30 min/day. Built a cron system that reads its own history, writes, ships. Zero interventions in weeks. Defined constraint, measured by output.
03 / WHAT I'M ACTUALLY GOOD AT
JTBD, user research, PRD writing, roadmap prioritization. RICE, MoSCoW, opportunity solution trees. Learning fast and building the proof.
REST APIs, SQL, Python, AI/ML product evaluation, system design basics. I can read a stack trace, spot a bad schema, and know when an engineer is right.
FastAPI, LLMs, GitHub Actions. Idea to live in a week. I build to understand — which means I ship faster and argue less.
North Star, AARRR, A/B testing, metric diagnosis. Numbers don't lie — but they do mislead. I've learned the difference.
04 / 30-DAY PM CHALLENGE · IN PUBLIC
Outputs: user research plans · PRDs · RICE backlogs · opportunity solution trees · product teardowns · competitive analyses
05 / RECEIPTS
CERTS — Google Cybersecurity · Python for Everybody · Databases & SQL · Intro to Cybersecurity / Coursera
I want a PM internship. I think in products, build in code, and talk to users before I write a line. Fast mover — usually on WhatsApp.
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