Open to opportunities

Doria Deramchi

@doriaderamchi

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Computer Science Engineer specialized in Big Data and Machine Learning delivering production-ready ML solutions.

Algeria

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What I'm looking for

I seek roles building production ML and computer-vision systems, with cloud deployment and collaborative R&D, in teams valuing impact and continuous learning.

I am a Computer Science Engineer specialized in Big Data and Machine Learning with hands-on experience building ML and computer-vision systems, deploying models to cloud environments, and creating user-facing augmented reality tools to support field operations. I have contributed to R&D and consulting projects across France, Germany, and remote international clients, delivering end-to-end solutions from data collection and model training to deployment and monitoring.

My background includes developing AR applications on HoloLens 2 with YOLO-based real-time detection, deploying prediction models with DevOps on Azure and Docker, and implementing security monitoring solutions on AWS. I combine strong technical skills in Python, TensorFlow, Unity/C#, cloud platforms (AWS, Azure), and MLOps practices with a collaborative, client-focused approach to drive measurable project outcomes.

Experience

Work history, roles, and key accomplishments

Current

IT R&D Consultant

Current

KPMG

Sep 2025 - Present (2 months)

Analyze and synthesize IT R&D projects for diverse clients while collaborating with local and international teams and conducting technology monitoring to inform project solutions.

Research & Development Monitoring IT strategy Project Analysis Reporting Cross Functional Communication

Tech Consultant

Freelance

Jan 2025 - Sep 2025 (8 months)

Implemented automation workflows with Make to optimize lead tracking across Instantly, Heyreach, and HubSpot and performed web scraping for data retrieval for international clients.

HubSpot Web Scraping Lead Automation Data Extraction Integration

Junior Data Scientist

EDF Lab Paris-Saclay

Sep 2022 - Sep 2024 (2 years)

Developed an augmented reality HoloLens 2 application to assist field technicians, integrated YOLO for real-time equipment detection, and created interactive Unity (C#) features to enhance user experience.

Computer Vision YOLO Unity C++HoloLens UX For Field Tools

Junior Data Scientist

EIFER

Jun 2024 - Aug 2024 (2 months)

Collected and annotated satellite imagery of agricultural areas, and trained and fine-tuned an image segmentation model for vineyard and orchard mapping.

Satellite Imagery Segmentation Data Annotation GIS Model Fine Tuning Remote Sensing Python

Final Year Project

Devoteam Revolve

Nov 2023 - Feb 2024 (3 months)

Built a security monitoring solution on AWS using S3 for report storage, EC2 for ScoutSuite execution, and deployed a Streamlit web interface to visualize security results.

AWS S3 EC2 ScoutSuite Streamlit Security Monitoring Deploying Cloud Automation

Education

Degrees, certifications, and relevant coursework

EFREI Paris

Master of Science, Computer Science

2021 - 2024

Master of Science in Computer Science with specialization in Big Data and Machine Learning, completed core engineering and applied data projects between 2021 and 2024.