Mangesh Bide

Mangesh Bide

Software Engineer — Backend & Applied AI

Houseworks Technologies · Remote (India)

I ship backend and AI systems end to end — from the data model to the infra they run on. By day that's Django, PostgreSQL, and AWS on a production healthcare product; on my own time I take FastAPI services, RAG pipelines, and tool-calling agents from idea to a live URL.

GitHub Activity

Mangesh's GitHub Contributions

Latest Writing

Selected Work

HIPAA Guardian

HIPAA Guardian

PHI/PII detection engine that scans code, logs, and API responses for the 18 HIPAA Safe Harbor identifiers — built to catch leaks in developer artifacts before they ship.

Python HIPAA / PHI Static Analysis +2
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Job Researcher

Job Researcher

LLM pipeline that scores a job posting against your resume and returns an APPLY / CONSIDER / SKIP verdict with evidence — shipping both a deterministic DAG and an agentic planner→executor→synthesizer flow over the same steps.

FastAPI Python Gemini +3
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What I work with

Backend & APIs

Python, Django, FastAPI, and PostgreSQL — auth, data modeling, and APIs built to hold up in production.

Applied AI & Agents

LLM applications, RAG pipelines, and tool-calling agents — wiring models into products that do real work.

Infrastructure & Cloud

Terraform, Docker, and k3s on OCI and AWS — reproducible infra and CI/CD from zero.

Why this site exists

I learn things by building the smallest version that actually runs, then writing down what broke. This site is where both halves end up — the projects and the post-mortems. If it saves you an afternoon, even better.