/projects

Real-time debate platform (WebRTC, iOS, Android, AI) and P2P grocery marketplace (Next.js, NestJS, Stripe, maps). End-to-end full-stack delivery.

Lemniscate

In development

Lemniscate is a web app that continuously improves your codebase with an LLM in the loop. Log in with GitHub or GitLab (or a GitVerse token), connect any OpenAI-compatible LLM endpoint (OpenAI, Azure, vLLM, Ollama, LM Studio), and the agent analyzes your repositories, proposes improvements, features and fixes, generates the code, pushes a branch and opens pull requests — on a configurable schedule. The agent loop runs as background jobs in a separate worker (Redis + BullMQ); proposals can pass an optional second-pass LLM review with automatic merge.

Highlights

— Works with any OpenAI-compatible LLM endpoint — your keys, your models
— Proposals and fixes land as branches and pull requests on your git host
— Optional second-pass LLM review with automatic merge
— Live console: watch the agent think, edit, commit and push in real time over SSE

TypeScript · Fastify · React · BullMQ · PostgreSQL · Docker · LLM

Politrack

In development

Politrack is a political intelligence platform for Romania and Moldova. A Next.js intelligence terminal and a FastAPI backend ingest public Facebook posts and comments from politicians and party pages, sync parliamentary YouTube channels with transcripts and speaker parsing, and monitor Telegram news channels. Data is stored in PostgreSQL and MinIO, with a Label Studio + SpeechBrain pipeline for speaker identification on parliamentary audio.

Highlights

— Facebook monitoring: Playwright-based ingestion of posts and comments from 28+ politician and party pages across Romania and Moldova.
— Intelligence terminal: Next.js 15 / React 19 dark dashboard with profile grids, post and comment drill-down, search, and access-key auth.
— FastAPI backend with async SQLAlchemy 2, PostgreSQL, JWT auth, and routers for Facebook, YouTube, Telegram, politicians, and media.
— Parliamentary YouTube pipeline: yt-dlp downloads, transcript extraction, and speaker-name parsing for RO/MD parliament channels.
— Telegram monitoring of Romanian and Moldovan news channels via Telethon.
— ML speaker identification with SpeechBrain ECAPA embeddings and Label Studio labeling workflows.
— Dockerized deployment on a VPS with nginx, Let's Encrypt SSL, MinIO object storage, and daily cron-based sync jobs.

Next.js · React · FastAPI · PostgreSQL · Playwright · yt-dlp · Telethon · SpeechBrain · Label Studio · MinIO · Docker

Vecin2Vecin

In development

Vecin2Vecin is a neighbor-to-neighbor grocery delivery marketplace where customers order groceries and nearby couriers fulfill deliveries inside a defined service area.

Highlights

— End-to-end product: landing page, phone/SMS auth, onboarding, catalog, basket, checkout, and tracking.
— Courier flows: take order, in-app chat, push notifications, and account settings.
— Multi-provider payments with card and cash checkout, webhooks, and Stripe Connect payouts.
— Maps and geo: delivery area picker, address editor, geocoding, and region-aware tiles.
— NestJS REST API with JWT auth, MongoDB, order batching, MinIO uploads, and 3-locale UI.
— Production deployment on VPS with Docker Compose, HTTPS, custom domain, and SMS integration.

Next.js · NestJS · MongoDB · Stripe · Docker · Leaflet

Debate Room

In development

Debate Room is a cross-platform live debate platform built with native SwiftUI (iOS) and Jetpack Compose (Android) clients, a Next.js web app, and a Dockerized TypeScript backend with realtime signaling, recording, and AI pipelines.

Highlights

— Native iOS app in SwiftUI with WebRTC, SMS auth, Google Sign-In, and push notifications.
— Native Android app in Jetpack Compose with the same auth, profile, and debate flows.
— Dockerized backend: REST API, Socket.IO + mediasoup signaling, recording worker, AI worker.
— Realtime debate mechanics: timed turns, moderation, blind mode, chat, polls, and on-site debates.
— Server-side recording with mediasoup, FFmpeg, and object storage uploads.
— AI/NLP pipeline: Whisper transcription, summaries, Ollama topic generation, and AI moderator.
— Next.js marketing site, admin dashboard, OpenAPI docs, and observability tooling.

Swift · Kotlin · TypeScript · Express · Socket.IO · mediasoup · WebRTC · FFmpeg · Docker · MongoDB