RESUME
Darian Lagman.
Summary
Full-stack engineer in Winnipeg, Canada. AI-assisted products, forecasting systems, and applied infrastructure. Honours CS at the University of Manitoba.
Education
University of Manitoba — Honours BSc, Computer Science (Statistics minor, Physics & Astronomy minor) — Expected 2026.
Selected projects
- Stockman / En Login — Full-stack inventory + decision-support SaaS with an LLM/MCP assistant layer. React, Spring Boot, MySQL, Docker, MCP.
- Forecasting Engine — Holt-Winters additive triple exponential smoothing, parameter tuning, and an experimental ML residual layer. Python, NumPy, PyTorch.
- Raiser's Edge NXT MCP — Comparative architecture study of three MCP server topologies for nonprofit CRM integration.
- N-Body Simulator — Numerical integration & energy-conservation benchmarks. Physics & Astronomy coursework, extended.
Skills
- Languages: Python · TypeScript · Java · SQL · C
- Web/SaaS: React · Next.js · Spring Boot · Node · Tailwind
- Data/ML: NumPy · Pandas · scikit-learn · PyTorch · time-series
- Infra: Docker · MySQL · Postgres · Vercel · Linux · Cloudflare · Tailscale
- Agents: MCP · Claude Code · Codex · LangChain primitives · Ollama