Ediz Kesici
FRENGet in touch

Background

Computer science student in Liège, specialising in AI. Freelance since September 2026.

Experience

Freelance web developer

Since September 2026

Design and delivery of websites for clients. First site delivered: chassis38.be, a window installer in Fléron. I am currently working with other clients.

Projects

  1. June 2026

    Tenderia, AI-Based Public Procurement Alert System

    Weekly email of all Belgian public tenders matching each SME’s activity (TED + BOSA sources).

  2. April 2026

    Advanced RAG System with Hybrid Search & Re-ranking

    Production-grade RAG for accounting professionals: hybrid vector + BM25 retrieval, semantic caching, SSE streaming, MCP server (FastAPI, Qdrant).

  3. March 2026

    CVTalent, AI-Powered CV Screening Platform (EU AI Act & SHAP)

    CV screening with SHAP explanations and fairness audit: Flask API + Next.js dashboard.

  4. January 2026

    End-to-End Business Intelligence Solution & Data Mart Design

    SMART KPIs, OLAP star schema and SQL data mart.

  5. December 2025

    Data Mining Analysis: Clustering & Anomaly Detection (PCA)

    Feature engineering, PCA, K-Means / DBSCAN / Spectral clustering, anomaly detection.

  6. November 2025

    Data Warehouse Architecture & Orchestrated ETL Pipeline (Airflow)

    Football data warehouse (Kimball architecture), Airflow DAG.

Education

Bachelor’s in Computer Science, AI specialisation

HELMo, Liège, 2024 to 2027

Certifications

  • Anthropic, Introduction to Model Context Protocol
  • EF SET, English certificate, 75/100

Languages

  • Frenchnative
  • Turkishnative
  • Englishadvanced

Skills

Artificial Intelligence & Machine Learning

  • Generative AI & LLMs (RAG, LangChain, Prompt Engineering)
  • Computer Vision (YOLO, OpenCV)
  • Natural Language Processing
  • Explainable AI & Fairness (SHAP, Fairlearn)
  • Supervised & Unsupervised Learning

Programming & Tools

  • Programming (Python, SQL, TypeScript)
  • Backend & Web (FastAPI, Flask, Next.js, React)
  • DevOps & Tools (Docker, Git)

Data Science, Engineering & Analytics

  • Statistical Analysis & Predictive Modeling
  • Data Mining & Feature Engineering
  • ETL Pipelines & Orchestration (Airflow)
  • Data Warehousing (Kimball Methodology, Data Marts)
  • Business Intelligence (OLAP modeling, Metabase, DuckDB)
  • Relational & Vector Databases (ChromaDB, PostgreSQL, Qdrant, Redis)
  • Big Data technologies (Spark, Kafka)

Got a project in mind? Write to me.