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 2025present

Machine Learning Engineer · Poland · Remote

  • Trained and deployed computer-vision models for skin-cancer detection, with end-to-end monitoring pipelines to keep them at clinical diagnostic standards.
  • Designed and implemented the automated scoring pipeline for Bittensor Subnet 76, with benchmarking protocols for third-party ML models against clinical datasets.
  • Built defense mechanisms to detect and prevent adversarial attacks, securing the token-incentivized model-evaluation system against manipulation.
  • Architected the data and API infrastructure with FastAPI, Django, and PostgreSQL to process high-volume model inferences.

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

Synapse

Sep 2025Dec 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

Feb 2025Jul 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

Jan 2025Jul 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

Realinflo

Jul 2023Sep 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

Agentic platform that runs your tools from one chat

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

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 2023May 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

20222025

Preparatory Institute for Engineering Studies

Pre-Engineering — Technology & Physics · Sfax, Tunisia

20202022

Certifications

Azure AI Fundamentals

Microsoft Certified

Azure Data Fundamentals

Microsoft Certified

Apache Airflow Fundamentals

Astronomer

DAG Authoring for Apache Airflow

Astronomer

Recent writing

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