Independent build
ServerDevTools
Open-source developer tool for Node.js
A request inspector for Node.js backends, like browser DevTools for the server. It shows what happened during each request, from the incoming data to database queries, outbound API calls, errors and timings, in one local dashboard.
Technical contributions: In-process middleware that serves its dashboard from the application's own server, OpenTelemetry instrumentation for MongoDB, PostgreSQL, MySQL, Redis and outbound HTTP and fetch calls, request execution trees with timings, SQLite-backed history, default header redaction with optional field encryption, and Express and NestJS integrations.
- Developer Tooling
- Observability
- OpenTelemetry
- Node.js SDK
Independent build
Social Media Management Platform
Content scheduling and admin platform
Social media management platform.
Technical contributions: REST API (Django REST Framework), scheduled and recurring posts with Celery Beat, bulk upload, content moderation workflow, media library, user and activity management, and Swagger API docs.
- Backend Systems
- Job Scheduling
- Content Workflows
- User & Activity Management
Independent build
5G Root-Cause Diagnosis with an Edge-Sized LLM
AI diagnosis system
AI system that reads raw 5G network telemetry and explains in plain language why throughput collapsed.
Technical contributions: LoRA fine-tuning of a 4B-parameter open-source LLM small enough for an edge server, deterministic Python measurement pipeline that turns raw telemetry into plain-language inputs, and evaluation that raised accuracy from ~12% to 99.1% on 863 held-out cases.
- LLM Fine-Tuning
- Data Pipelines
- Model Evaluation
- Edge Deployment
Independent build
Document Assistant (Chat with your PDFs)
AI document assistant
Retrieval-augmented assistant that answers questions from a company's own PDFs.
Technical contributions: Page-aware chunking and vector search, grounded answers with page citations and a sources panel, multi-document upload, streaming responses, support for any OpenAI-compatible model provider, Docker deployment, and an automated test suite with CI.
- Retrieval-Augmented Generation
- Vector Search
- LLM Integration
- Automated Testing