With over 6 years of experience in Machine Learning Engineering, I specialize in applying machine learning and Generative AI to solve business challenges. I've been involved in all phases of the product lifecycle including framing, building, optimizing, deploying, and maintaining systems. I thrive in fostering collaboration and aligning technology with business strategies to robustify and scale AI and ML solutions effectively. I continuously seek to expand my technical skills and take on new challenges, working closely with business teams to deliver measurable impacts. I bring a strong foundation in cloud platforms, pipelines, and automation, alongside a passion for innovation and ethical technology use.…

Elbby Skermine AGWU

With over 6 years of experience in Machine Learning Engineering, I specialize in applying machine learning and Generative AI to solve business challenges. I've been involved in all phases of the product lifecycle including framing, building, optimizing, deploying, and maintaining systems. I thrive in fostering collaboration and aligning technology with business strategies to robustify and scale AI and ML solutions effectively. I continuously seek to expand my technical skills and take on new challenges, working closely with business teams to deliver measurable impacts. I bring a strong foundation in cloud platforms, pipelines, and automation, alongside a passion for innovation and ethical technology use.…

Available to hire

With over 6 years of experience in Machine Learning Engineering, I specialize in applying machine learning and Generative AI to solve business challenges. I’ve been involved in all phases of the product lifecycle including framing, building, optimizing, deploying, and maintaining systems. I thrive in fostering collaboration and aligning technology with business strategies to robustify and scale AI and ML solutions effectively.

I continuously seek to expand my technical skills and take on new challenges, working closely with business teams to deliver measurable impacts. I bring a strong foundation in cloud platforms, pipelines, and automation, alongside a passion for innovation and ethical technology use.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

Work Experience

AI Engineer - LLM Ops at Devoteam AWS Partner
February 1, 2025 - Present
Provided specialized cloud consulting services to startups on AI/ML projects including LLM agent evaluation and monitoring frameworks. Supported migrations such as AWS Forecast to AutoML and implemented distributed fine-tuning solutions for deep learning models on Amazon SageMaker. Developed ready-to-deploy GenAI solutions and workshops to support client adoption. Built an automated newsletter pipeline that ingests links from various data sources, writes content, and adds pictures, with infrastructure managed using Terraform.
ML Engineer - ML Ops at Solocal
September 30, 2024 - August 4, 2025
Maintained and optimized a Flask API handling 4 million daily requests, improving reliability through test automation and data validation. Developed and refined Media Mix Modeling for 4000 clients, reducing ad spend by 15% and improving targeted delivery from 60% to 85% by incorporating Bayesian Inference. Managed deployment on GCP with Airflow orchestration and enhanced GitLab CI/CD pipelines to halve deployment time and reduce debugging by 80%. Led roadmap definition and coordinated with business teams, delivering presentations and authoring technical documentation.
Data Scientist - ML Engineer at Renault Digital
September 30, 2021 - August 4, 2025
Built and deployed a Random Forest model for customer affinity prediction to optimize mailing campaigns. Enhanced car renewal prediction models with enriched data sources, hyperparameter tuning, and techniques for handling unbalanced datasets across two European countries. Developed a Computer Vision solution using Mask R-CNN for semantic segmentation, including automated annotation by generating images in Blender.

Education

Master of Science in Intelligent Systems and Robotics at Université Pierre et Marie Curie
January 1, 2017 - January 1, 2019
Master of Science in Engineering with Minor in Mechatronics at EIGSI La Rochelle
January 1, 2017 - January 1, 2019

Qualifications

Google Cloud Professional Machine Learning Engineer
January 1, 2021 - August 4, 2025
AWS Certified Machine Learning Engineer – Associate
January 1, 2024 - August 4, 2025

Industry Experience

Software & Internet, Professional Services, Transportation & Logistics, Retail

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

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