Calistus Mwonga

From Code to Insight: My Journey in AI

With a foundation in Computer Science, I specialize in building and deploying end-to-end machine learning systems. I believe the true power of an algorithm is only realized when it's integrated into a tangible product that people can use.

My passion lies in the entire AI product lifecycle—from architecting robust data pipelines and training sophisticated models to engineering the backend APIs and intuitive frontends that deliver insights. I build systems, not just notebooks.

My Technical Stack

Languages & Databases

  • Python
  • TypeScript & JavaScript
  • SQL (PostgreSQL, MySQL)
  • HTML5 & CSS3

AI/ML & Data Science

  • Hugging Face Transformers
  • Scikit-learn, Pandas, NumPy, Matplotlib, Seaborn, Tensorflow, Keras, Pytorch
  • RAG (Retrieval-Augmented Gen)
  • Vector Databases (FAISS)

Backend & DevOps

  • FastAPI, Streamlit, RestAPI
  • Supabase
  • Vercel & Cloud Platforms
  • Git & GitHub

Frontend

  • Next.js & React
  • Tailwind CSS
  • Framer Motion
  • Material-UI (MUI)