Predictive Models
Custom-built machine learning models tailored to your specific business needs. From demand forecasting to customer churn prediction.
Available for new projects
Transform Data into Value
Data Science & AI consulting to help businesses harness the power of their data and drive innovation.
Python LangChain GenAI MLOps
01 What I do
Services
Expert solutions in Data Science & AI to help your business thrive in the digital age.
Automation & Workflows
APIs, data pipelines, and business process automation to streamline your operations and reduce manual work.
Data Visualization
Interactive BI dashboards, customer segmentation analysis, and data-driven diagnostics for informed decision-making.
Advanced AI Projects
NLP, Computer Vision, recommendation systems, and Generative AI solutions including LLM fine-tuning and RAG systems.
Consulting & Training
Audit of your data processes and upskilling of your teams on AI best practices and emerging technologies.
Have a project in mind?
Let's talk.
02 Selected work
Portfolio
Selected projects and experiences showcasing expertise in Data Science and AI.
AGORA SAS
CurrentAI Engineer · Data Scientist
- Designed GenAI information extraction system for automated database population with quality assurance
- Fine-tuned LLMs with limited and noisy data, developing synthetic data generation strategies
- Developed RAG-based codebase exploration tool to accelerate developer workflows
Python LangChain FastAPI GenAI MLOps SQL
Indigen
AI Engineer · Data Scientist
- Designed AI-powered Business Intelligence system with autonomous agents for supplier risk analysis
- Developed automated cryptocurrency trading bot with Kraken API integration and Streamlit dashboard
Python LangChain Streamlit Docker GCP LLMs
SmartEnergy
Data Scientist
- Developed predictive models (Prophet, Random Forest) and API for energy consumption simulation
- Optimized MongoDB data management (Time Series), improving performance and security by 100x
- Created dashboards using data extracted from LLM-powered voice transcription
Python Scikit-learn MongoDB Power BI API
AGORA SAS
Data Scientist
- Built PDF classification tool combining OCR and semantic search for appliance documentation
- Deployed ML models (OCR, NLP) via CI/CD pipelines for automated invoice data extraction
- Implemented secure data pipelines to client environments (SFTP, S3, Azure Blob)
Python FastAPI OCR NLP Docker Azure AWS
03 Writing
Articles
Thoughts and insights on Data Science, AI, and technology.
Jan 10, 2025 8 min read
Building AI Agents with LangChain
A practical guide to designing autonomous agents that reason, use tools, and complete multi-step workflows reliably.
Read more on Medium Dec 15, 2024 6 min read
Fine-tuning LLMs with Limited Data
Strategies for adapting large language models when labelled data is scarce and noisy — including synthetic data generation.
Read more on Medium Nov 20, 2024 7 min read
RAG Systems for Code Documentation
How retrieval-augmented generation turns a sprawling codebase into an explorable, queryable knowledge base.
Read more on Medium 04 Get in touch
Contact
Let's discuss your data and AI challenges.