Hello, I'm
Shpetim Gashi
Software Developer & Data Scientist
Software developer and data scientist with hands-on industrial R&D experience delivering end-to-end solutions: database-backed web applications (Python backends, React/Next.js frontends) and ML systems (forecasting, reinforcement learning, optimisation). Led a EUR 200,000 AI research project from requirements and reward-function design through validation and rollout. Currently completing an M.Sc. in Data Science and Intelligent Analytics.
Featured Projects
Demand Forecasting Pipeline
LSTM- and (S)ARIMA-based demand forecasting pipeline for industrial R&D. Rigorous evaluation showed a three-month window at approximately ±5% deviation, informing operational feasibility decisions.
RL for Comfort-Based Shading Control
Proof-of-concept reinforcement-learning pipeline (PPO) for solar-shading control. Reward functions built on Radiance illuminance and daylight-glare criteria; validated feasibility on synthetic simulation data.
Rod-Length Optimisation & Scenario Planning
PuLP-based optimisation tool translating manufacturing constraints into deterministic cutting recommendations. Extended with scenario planning and a Streamlit/Flask interface; contributed to an estimated 15% material reduction.
Vision Planner — Product Configuration Platform
Full-stack product configuration and AR visualisation platform (vision.hella.info): Next.js/React/TypeScript frontend, Python services, CI/CD pipelines, and security audits. All AI-assisted code reviewed before integration.