Energy Data Scientist & AI Developer
Transforming Energy Systems through Machine Learning, LLM Development, and Data Pipelines.
Core Skills & Technologies
As a Data Scientist and AI Engineer, I specialize in transforming complex, unstructured data into predictive intelligence and scalable machine learning solutions. I am driven by the power of data to uncover hidden patterns and optimize decision-making processes across industries.
My portfolio spans the development of sophisticated deep learning algorithms, computer vision pipelines for industrial defect detection, and cutting-edge Generative AI applications involving RAG and LLMs. From designing robust data engineering architectures to deploying models via MLOps pipelines (Docker, Kubernetes), I deliver end-to-end AI products that solve real-world problems.
Expertise Areas of Specialization
Advanced Machine Learning & Deep Learning
Developing robust predictive models, forecasting algorithms, and computer vision systems using Python, PyTorch, and Scikit-Learn to extract actionable insights from complex datasets.
Generative AI & NLP
Designing architectures involving Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) pipelines for sophisticated natural language processing.
MLOps & Scalable Deployment
Managing the end-to-end model lifecycle—from containerization with Docker and orchestration via Kubernetes, to distributed training and cloud deployment.
Skills & Technologies
MLOps
- Model lifecycle management, CI/CD for ML, experiment tracking, model monitoring, data drift detection.
Containers & Orchestration
- Docker, Kubernetes (deployment, scaling, service-based architectures).
Distributed & Scalable ML
- GPU acceleration (CUDA), distributed training concepts, model parallelism (Ray / DeepSpeed / FSDP – conceptual & applied exposure).
LLMs & NLP
- LLM fine-tuning & inference, RAG/RAT architectures, LangChain, vector databases.
Cloud Platforms
- AWS, Azure (compute, storage, ML workflows).
ML Frameworks
- PyTorch, TensorFlow, scikit-learn.
Get in Touch
Need to unlock the value hidden in your data? I help organizations build data-driven strategies and deploy AI solutions.
Relevant Projects
AI Decision Support Platform for Energy Systems
LLM‑Based Industrial Knowledge Assistant
Load Forecasting & Self‑Consumption Optimization Engine
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