Building Soda to monitor from data to decision

I love talking about: machine learning, data quality, decision making, post deployment data science, performance estimation, and bunch of other stuff. 

Always open to have a chat 🙂

Hakim Elakhrass

I'm a Senior ML Engineer, MSc in Computer Science with extensive experience in designing and deploying advanced AI solutions, including RAG systems, Computer Vision pipelines, and multi-agent automation frameworks. With a strong foundation in Statistics and deep technical expertise across AWS, PyTorch, and Hugging Face, I specialise in leveraging Large Language Models (LLMs) and MLOps best practices to solve complex business challenges. My career is defined by a consistent ability to build scalable, end-to-end architectures that significantly enhance operational efficiency and drive revenue growth for high-profile clients. Some highlights of my track record:

- Lean Solutions Group: Pioneered transformative logistics solutions, including a RAG Knowledge base chatbot using AWS Bedrock that accelerated support responses by 50%, a full-stack app for security logistics that improved analyst actions by 20%, and Computer-Use Agents that quadrupled output by automating repetitive browser tasks.

- Caylent: Delivered high-precision video retrieval systems for clients like Bitcentral and NatureFootage utilizing AWS Bedrock and OpenSearch, and engineered a Video-LLM pipeline for PlayOn! that identified sports game events five times faster than previous methods.

- Shake: Developed an end-to-end web data aggregation platform powered by fine-tuned Transformers and RAG, which increased revenue by 30% and optimized retrieval speeds through a custom GPU-accelerated MLOps pipeline.

Passionated about Large Language Models (LLM) and Computer Vision, I seek to understand and disseminate digital intelligence in our societies to answer question and solve problems.

I'm also happily married, love coffee, open-source software and training Brazilian Jiu-Jitsu (BJJ).

Tools and Knowledge:
Machine Learning
AI, RAG, LLM
Deep Learning
Statistics
MLOps
AWS
Python, Go, Julia
PyTorch
REST API
Data Engineering
Docker
Airflow
Vector Databases

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Hakim Elakhrass

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