Welcome to my GitHub profile! I'm a Data Scientist & AI Engineer with a BSc in Data Science, specializing in LLM fine-tuning, Retrieval-Augmented Generation (RAG), dataset curation, predictive modeling, monitoring & evaluation systems, and scalable software development. My work focuses on optimizing AI/ML models for real-world applications, particularly in low-resource settings.
- π Data Scientist with a BSc in Data Science, experienced in machine learning, deep learning, and LLM applications.
- π€ LLM Enthusiast β Hands-on experience in fine-tuning and optimizing large language models (LLMs), dataset curation, and RAG implementations for domain-specific AI solutions.
- π Predictive Modeling & M&E β Skilled in building ML models for forecasting, anomaly detection, and decision-making, as well as developing monitoring & evaluation systems to track project impact.
- π± Exploring multi-modal learning, AI for low-resource settings, and scalable AI deployments.
- π¨βπ» Passionate about open-source contributions, AI-driven applications, and full-stack software development.
- π― Always looking to collaborate on AI, NLP, LLM optimization, and full-stack development projects.
- LLMs & NLP: GPT, Llama, Mistral, DeepSeek, Falcon, T5, BERT
- Fine-Tuning: LoRA, QLoRA, PEFT, RLHF
- Dataset Curation: Text preprocessing, speech-to-text, embeddings
- Retrieval-Augmented Generation (RAG): LangChain, FAISS, Weaviate, ChromaDB
- Evaluation Metrics: BLEU, perplexity, cultural bias testing
- Machine Learning: Scikit-learn, TensorFlow, PyTorch
- Time Series Forecasting: ARIMA, Prophet, LSTMs
- Monitoring & Evaluation (M&E): Data-driven impact assessments, real-time dashboards
- Languages: Python, JavaScript, TypeScript, Java, PHP
- Frontend: React, Next.js
- Backend Frameworks: FastAPI, Django, Flask, Laravel (PHP), .NET
- API Development: RESTful API Design, GraphQL
- Databases: PostgreSQL, MongoDB, MySQL, SQLite
- Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes
- ETL/ELT Pipelines: Apache Airflow, Data Engineering Workflows
- π LinkedIn
- π¦ Twitter
- π Personal Website
- π§ Reach out for collaborations, AI research, or just a chat!