I have worked as a software engineer since 2021: full-stack web development in Python and C#/.NET, machine learning and LLM pipelines in ad tech, and data engineering projects with Airflow, dbt, Kafka, and Spark. This page collects professional work and the most substantial project work, each linked to code or writing where it is public.
IDEAS (Integrated Detector Electronics AS) with USN · Jan to June 2026
M.Sc. thesis at IDEAS (Integrated Detector Electronics AS): radiometric characterization of an uncooled LWIR microbolometer camera and development of shutterless drift-compensation methods, together with the FastAPI and React platform used to stream, record, and calibrate it in real time.
Adludio Ltd · 2023 to 2024
A web platform that lets non-technical users assemble production-ready interactive ad creatives, with LLM-assisted concept generation and computer-vision analysis, built at Adludio.
Aalto University (Technology Entrepreneurship) · 2024
A solar-powered Raspberry Pi sensor node prototype for reducing elk-vehicle collisions: microphone arrays for direction-of-arrival estimation, an ML sound classifier, and environmental sensing, developed as a technology entrepreneurship project at Aalto.
10 Academy · 2022
A fully dockerized ELT warehouse for vehicle-trajectory data: Airflow-orchestrated loading into PostgreSQL, dbt transformations with hosted docs, and Redash dashboards.
10 Academy · 2022
An LLM evaluation pipeline that scores news for topic relevance and extracts entities from job descriptions, served over FastAPI with DVC-versioned datasets.
10 Academy · 2022
A distributed platform for collecting Amharic and Swahili speech data: Kafka streaming, Spark processing, Airflow orchestration, and S3 storage behind a React recording front-end.
10 Academy · 2022
End-to-end ML forecasting of store sales six weeks ahead from promotions, competition, holidays, and seasonality, deployed as an interactive Streamlit dashboard.
10 Academy · 2022
A hypothesis-testing framework measuring ad-campaign brand lift, and a causal-inference study of delivery-fleet data using Bayesian networks and clustering.
10 Academy · 2022
A pipeline for testing trading strategies against historical crypto data using backtrader, with Kafka, Airflow, and a Flask service around it.
10 Academy · 2022
A decentralized certificate generation and verification system on Algorand, and a location-based payment smart contract on Ethereum.
CNET Software Technologies · 2021 to 2022
Enterprise web applications in C# and ASP.NET Core: a learning-management system serving a 500+ employee organization and ERP dashboards over SQL Server data.