Work

Portfolio

A selection of projects showcasing my skills and experience.

Full-Stack Developer

Graduate of a Master's degree in MIAGE (software engineering & data science track). I mainly work with Python (FastAPI) and Spring Boot, complemented by frontend frameworks (Vue, Angular) — skills built through work-study, internships, and personal projects deployed on my own VPS (Docker, Kubernetes, GitHub Actions). Self-taught, curious, and actively following the tech ecosystem.

gabin.hemm@gmail.comlinkedin.com/in/gabin-hemmerlegithub.com/gabsh

Backend

Java (Spring Boot / Hibernate)REST APIsPython (FastAPI, Flask)VBAPHPGolang (Gin)

Frontend

Node.js / BunAngularTypeScriptReactNext.jsVue.jsSvelte

Data Science

Python (Pandas, Scikit-Learn, PyTorch, NumPy)Supervised & unsupervised MLMLflowQlik SenseAlteryxKNIME

Databases

PostgreSQLMySQLMongoDB

DevOps & Cloud

DockerKubernetesCI/CD (GitHub Actions)NGINXGitLinux (Ubuntu / WSL)PrometheusAnsiblePower Platform

Projects

FSight

FSight

RAG pipeline to query SEC 10-K annual filings for major tech companies. Ask questions, select a company, and get answers with source citations.

RAGFastAPIVue 3QdrantOpenAIDockerKubernetes
GitHubVisit
MLens

MLens

Sentiment classification benchmark comparing embedding × classifier combinations (TF-IDF, BoW, LR, SVM, LightGBM, XGBoost…) on the Stanford IMDB dataset. Tracks experiments with MLflow and serves predictions with LIME explanations via FastAPI and a Vue 3 frontend.

FastAPIVue 3scikit-learnMLflowLIMEDockerKubernetes
GitHubVisit
P

Palettify

Abandoned : Tool that extracts visual identity of any website from its URL. Takes a screenshot via Playwright, for now only runs color quantization, and caches results in PostgreSQL. Includes a library browsing past analyses.

AngularSpring BootPostgreSQLPlaywrightDockerKubernetes
GitHub

Projects coming soon