Emmanuel Daniel Chonza

🌐 Personal Portfolio – Emmanuel Daniel Chonza

Welcome to the source code of my professional portfolio website, hosted at
🔗 https://chonzadaniel.github.io

This site showcases my work as a Data Scientist, ML/DL/NLP, GenAI Practitioner, and LLMs/RAG/Agentic Systems Engineer, combining my background in AI, Data Science, and Monitoring & Evaluation (M&E) system design.

🧠 About

I’m Emmanuel Daniel Chonza, passionate about building end-to-end AI systems that bridge research and real-world impact.

My expertise covers:

Fine-tuning and evaluating Large Language Models (LLMs).
Designing Retrieval-Augmented Generation (RAG) and Agentic Systems pipelines.
Deploying Computer Vision and Predictive ML apps.
Building dynamic, data-driven Monitoring & Evaluation dashboards.
Building business recommendation systems powered by NLP & Deep Learning.
Applying MLOps/LLMOps principles for reproducible and scalable experimentations.

I believe in one key principle:

“Build. Evaluate. Integrate. Deploy. Continuously Improve.”.

💻 Tech Stack

Languages: Python, R, SQL, Tableau, Power BI, and Markdown.
Frameworks & Tools: PyTorch, scikit-learn, Git & Github, Streamlit, FastAPI, LangChain, LlamaIndex, ChromaDB, MLflow, and wandb.
MLOps/LLMOps: Docker, Kaggle, Hugging Face, AWS, Render, and Git/GitHub Actions.
Other Areas: Data Visualization, NLP, Computer Vision, RAG/Agentic systems, and M&E Systems.

🧩 Featured Projects

Below are some of the AI and Data Science projects accomplished highlighted on my site:

Project	Description	Tech
🧠 Multimodal RAG App	GenAI app retrieving and summarizing scientific PDFs using ChromaDB + GPT-4o	RAG, Streamlit
🐶 Dog Breed Classifier	Image classification (ResNet50) with Streamlit UI	Computer Vision
💼 Resume & Job Advisor Agentic System	CrewAI-powered agentic system for career guidance	NLP, CrewAI
💳 Credit Card Fraud Detection	ML pipeline for imbalanced datasets	Logistic Regression, SMOTE
🧪 PEFT Experiments	LoRA, QLoRA, IA3, DPO fine-tuning on sentiment data	Transformers
📊 M&E Dashboards	Real-time monitoring dashboards for climate resilience	Plotly, Streamlit

📫 Contact

🌐 Portfolio: https://chonzadaniel.github.io
💼 LinkedIn: Emmanuel Daniel Chonza
💻 GitHub: Emmanuel Daniel Chonza
✉️ Email: chonzadaniel@yahoo.com

⭐ Acknowledgment

This site was hand-crafted with pure HTML5 + CSS3, built to reflect my projects and passion for AI that creates real-world impact.