Omar Bouaziz

Machine Learning Engineer

I take ML systems from research to production — computer vision, RAG and multi-agent systems, and the backends behind them.

Experience

SafeScan AI

Dec 2025 — Aug 2026

Founding ML Engineer · Poland · Remote

  • Built and shipped SkinScan (skin-scan.ai), the AI skin-lesion screening product: lesions are pinned on a full-body map and re-photographed over time, and the model flags changes for review. Named a Top 20 semifinalist in Go Healthy with Taiwan 2026 out of 832 proposals from 62 countries.
  • Unified fragmented clinical software into one workflow, eliminating system-switching and cutting doctors' time by 30%.
  • Trained, fine-tuned, and deployed the image classification models behind SkinScan (PyTorch/ONNX) from data prep to checkpointing, with monitoring pipelines to keep them at clinical diagnostic standards; built the image documentation and lesion-tracking tools around them.
  • Integrated voice and LLM features with role-based access controls and audit trails, expanding secure access to medical data for more accurate diagnostics.
  • Designed and built the automated scoring pipeline for Bittensor Subnet 76, including benchmarking protocols and adversarial-defense mechanisms to secure the token-incentivized model-evaluation system against manipulation.

python · pytorch · onnx · opencv · llms · fastapi · django · postgresql · mlflow · wandb · bittensor

Synapse

Jul 2025 — Dec 2025

AI Engineer · Contract · Los Angeles · Remote

  • Created a semantic-search recommendation system for candidate–job matching, surfacing best-fit candidates with 85% fit-score accuracy.
  • Built a business-development multi-agent system that sources, scores, and personalises outreach to 200+ decision-maker leads a day, reaching a 30% client response rate.
  • Integrated a chatbot for client job submissions that parses requirements and auto-enrolls qualified matches into targeted email campaigns.

langgraph · fastapi · next.js · gemini · postgresql · redis · celery · gcp

Upwork

Apr 2025 — Sep 2025

Freelance Software Engineer · Remote

  • Built an intelligent customer-support system for Zainspot — a searchable FAQ knowledge base with a real-time WebSocket chatbot powered by OpenAI.
  • Ran exploratory data analysis on a 100 GB dataset with Databricks AutoML and PySpark for large-scale processing.
  • Earned 5-star ratings on both engagements.

python · openai · websockets · databricks · pyspark

Talan

Feb 2025 — Jun 2025

Data Engineer · Intern · Tunis, Tunisia

  • Built a real-time ETL pipeline processing 10K+ JSON metrics/sec from VM clusters for continuous monitoring and faster anomaly detection.
  • Designed Grafana dashboards for real-time VM health, cutting issue-resolution time.
  • Developed a RAG agent with OpenAI and LangGraph that lets users query Snowflake for trends and anomalies without SQL.
  • Implemented a multi-agent remediation system that auto-redistributes workloads, restarts services, and scales resources.

kafka · spark · snowflake · grafana · docker · fastapi · langgraph · prometheus

BrainStack

Jun 2024 — Sep 2024

AI Developer · Internship · Sousse, Tunisia · Hybrid

  • Developed an intelligent interview recommendation system for the AI_xperts web application, using the YouTube Data API and OpenAI models to generate queries, analyze interviews, and build a smart, searchable database.
  • Designed the recommendation system with NLP and LangChain, integrating embedding models to calculate similarity and run relevancy checks.
  • Enhanced backend efficiency and security with Django, optimizing API requests to retrieve up to 50 ranked interviews per query and cutting processing time by ~50%.

python · openai · langchain · nlp · embeddings · django · youtube data api

Realinflo

Jul 2023 — Sep 2023

Data Analyst · Internship · Hong Kong SAR · Remote

  • Automated ETL processes from various real-estate sources, integrating OCR and AI image processing for PDF and image data, and built an internal database with well-structured results.
  • Created data visualizations with Python and Power BI, optimizing processes and enabling data-driven decision-making in real estate.

python · etl · ocr · power bi · data analysis

Projects

AI skin-lesion screening and change tracking, built for clinics

pytorch · onnx · computer vision · medical imaging · change detection · model monitoring

Agentic platform that runs your tools from one chat

ai agents · llms · tool integrations · hubspot · gmail · linkedin

Automated job search — scans, matches, and reaches out for you

job search · ai agents · resume matching · automation

Multi-agent RAG over a crawled vector knowledge base

python · multi-agent rag · vector search · embeddings · websockets · llms

QR-code digital menu SaaS for restaurants

react · typescript · node.js · qr codes · postgresql · saas

view details →

Volunteering

Google Developer Student Club

Sep 2023 — May 2024

Machine Learning Instructor · Sfax, Tunisia

  • Delivered machine-learning sessions across the university — 10+ workshops on ML foundations, optimizers, and data-handling strategies.
  • Mentored 40+ students and coached a team to 2nd place at the DevFest hackathon.
  • Organised and hosted machine-learning hackathons.

teaching · mentoring · machine learning

Education

National School of Electronics and Telecommunications (ENET'Com)

Master's in Data Science · Sfax, Tunisia

2022 — 2025

Preparatory Institute for Engineering Studies

Pre-Engineering — Technology & Physics · Sfax, Tunisia

2020 — 2022

Certifications

Azure AI Fundamentals

Microsoft Certified

Azure Data Fundamentals

Microsoft Certified

Apache Airflow Fundamentals

Astronomer

DAG Authoring for Apache Airflow

Astronomer

Recent writing

all writing →