Candidate profile

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3 years of experience

Skills

FastAPI LangChain LLM fine‑tuning (LoRA) PyTorch TensorFlow Scikit‑learn Docker Kubernetes PostgreSQL Redis Vector databases (ChromaDB, Pinecone, pgvector) MLOps (DVC, GitLab CI, GitHub Actions) OCR (Tesseract, EasyOCR, PaddleOCR) Computer vision (YOLO, SAM, SAHI) Zero‑Trust security

Experience

AI Engineer / Software Engineer

Assure Solutions (Client: MAMDA‑MCMA)

2023-09 -

Developed an end‑to‑end system integrating OCR, NLP and vector search to automate insurance document processing, improving information retrieval speed and reducing manual categorisation. Implemented Zero‑Trust security principles and built a contextual chatbot assistant for query answering and summarisation. Delivered formal notice generation using JasperReports, cutting client communication latency. Utilised FastAPI, PostgreSQL, Redis and CI/CD pipelines (GitLab CI, Docker Compose) to ensure high availability and secure deployment.

Software Engineer

Assure Solutions

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Contributed to backend development using SQL Server, designed data pipelines and feature extraction modules, and supported integration of AI components within the company’s product suite.

Freelance AI Engineer – Satellite Computer Vision

GeoAP

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Built custom computer‑vision models (YOLO, SAM) for semantic segmentation of agricultural and urban objects from satellite imagery. Implemented Dice + Focal loss, embedding caching and DVC for data versioning, reducing epoch time and enabling high‑resolution small‑object detection. Integrated results with GIS tools (QGIS, GeoJSON) and delivered an interactive dark‑theme frontend for visualisation and data export.

Languages

English

fluent

French