Software Engineer

Designing and evolving production systems

I work on backend-heavy and full-stack products where data models, system boundaries, and long-term correctness matter more than short-term velocity.

SystemsDataTrade-offsOpen Source

View Work Read Technical Notes

Production Systems Engineering

Open Source Collaboration

Backend & Data Architecture

Government Deployment Experience

Trusted Ecosystems & Contributions

AutoMQContributor

Hugging FaceModel Engineer

npmPackage Maintainer

Selected Work

Projects with system-level challenges.

Operation Cipher Strike

CTF platform for Kriya 2026

Built and operated a full-stack Hack The Box event platform with mission progression, live leaderboard, and admin-grade competition controls.

Next.js, NestJS, Prisma, Redis

Crew

Code-first hiring platform

Designed a trust-first hiring flow with role-gated posting, GitHub-verified applications, and moderated lifecycle controls to reduce listing noise.

Next.js, Prisma, PostgreSQL

Zerly

Context-aware VS Code AI assistant

Built a low-latency context engine that blends repository structure, semantic snippets, and prompt constraints into production-grade developer responses.

TypeScript, Next.js, AI

PSGMX

Placement preparation companion

Role-based access control with Supabase RLS. Real-time attendance sync, LeetCode API integration with caching, and offline-first data persistence.

Flutter, Supabase, PostgreSQL

PODLINK

Real-time accountability platform

State synchronization across WebSocket connections. Schema evolved to handle cascade deletes and prevent orphan data after Pod disbanding.

PostgreSQL, Socket.IO, Prisma

Cyber SOP Assistant

Government RAG system

Local-only vector search with hallucination prevention. Chunk size trade-offs (512 tokens) balanced precision and context retention.

ChromaDB, Ollama, Python

T Launcher

Android launcher, open source

Enforcing focus through UI constraints. Designed to minimize interaction friction while preventing habitual app switching.

Kotlin, Android SDK, Room

Open Source Community

ctrlcclub

A builder-first community for people who learn by copying, improving, and shipping. We promote practical growth through public progress, respectful feedback, and clear credit to original work.

Safe Space For WIPThoughtful IterationProgress Over Perfection

Copy Responsibly

Learn from real implementations, cite sources clearly, and preserve creator credit as a non-negotiable community standard.

Improve With Intent

Turn references into better outcomes by refining architecture, UX, or performance and sharing the reasoning behind each change.

Ship In Public

Publish progress, document lessons, and ask for review early so momentum comes from accountability rather than perfectionism.

GitHub Join Discord

Builder culture with kindness, feedback, and accountability.

Activity & Ecosystem

OPEN SOURCE

ALGORITHMIC

Open Source & Ecosystem

Contributor to AutoMQ

Learned to make minimal, safe contributions to systems where changes affect many users.

Contributor to Hugging Face

Experience working with large codebases where documentation and tests are required.

npm package: rescuee

Maintaining a small utility taught me dependency management and semantic versioning.

Engineering Mindset

In practice, I've found that simple solutions survive longer than clever ones.
Good error handling and observability matter more than most features.
Systems should fail loudly and early, not silently accumulate problems.
Open source work taught me to write code I'd want to read six months later.