
AMD Backtester
Automated backtesting engine for an institutional price-action strategy on XAU/USD.
- Python
- PostgreSQL
- MetaTrader 5
- Git
I build AI agents and the backend systems that run them. Trading research tools on the side.
I'm a software engineer from Tirana, Albania. My work is backend-first: AI-agent orchestration, tool calling over MCP, RAG and voice agents in TypeScript and Python, plus the infrastructure and security work it takes to run them in production.
At NextGen Technologies AI I'm a core engineer on a platform where companies build and run their own AI agents. I built the agent that operates the platform by conversation, closed cross-tenant and prompt-injection holes in the agent layer, moved the voice stack off a legacy telephony provider, and lead the team's engineering workflow — from pull-request review to deployments on Kubernetes with AWS ECR and S3. Before that I shipped FastAPI / PostgreSQL services and an internal RAG assistant at a telecom, self-hosted a CRM and mail platform for a consulting firm, and ran IT operations for a 200-person organisation.
Outside work I build trading research tools and voice AI prototypes. BA in Software Engineering (Canadian Institute of Technology, 2024); Ed Donner's AI Engineer Agentic Track certification.
A mix of shipped client work, production-grade trading research, realtime systems, and AI engineering prototypes.

Automated backtesting engine for an institutional price-action strategy on XAU/USD.
Realtime BTC/USD 5-minute interval settlement and forecasting service.
Internal RAG chatbot over company documentation — Streamlit + GPT-4o + FAISS.
Local browser-automation tool that drives a CRM lead queue end-to-end — Express + Playwright + SSE.
Interactive voice chatbot — speak to it, it speaks back, with conversation memory.
The stack I build with day-to-day. Opinionated, but happy to learn yours.
I'm open to full-time, contract, and collaboration work — especially around AI automation, backend systems, and algorithmic trading research.