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πŸ—οΈ Currently debugging my life… and my code! πŸ’»
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πŸ—οΈ Currently debugging my life… and my code! πŸ’»
  • Nairobi, Kenya

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Chrisolande/README.md
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Top Languages

🧠 AI & Machine Learning Arsenal

Python
Python
Primary Language
R
R
Statistical Analysis
PyTorch
PyTorch
Deep Learning
TensorFlow
TensorFlow
Neural Networks
Docker
Docker
MLOps
NumPy
NumPy
Scientific Computing
Tidyverse
Tidyverse
Data Wrangling
Pandas
Pandas
Data Manipulation
ggplot2
ggplot2
Data Visualization
Scikit-learn
Scikit-learn
Machine Learning
tidymodels
tidymodels
ML Framework
Git
Git
Version Control
Jupyter
Jupyter
Notebooks
PostgreSQL
PostgreSQL
Database
MongoDB
MongoDB
NoSQL

πŸš€ Featured Projects

NLP Project

Real-time sentiment analysis with transformer models

PyTorch Streamlit BERT

Active
ML Pipeline

End-to-end Bayesian ML pipeline with statistical validation

PyMC3 Scikit-learn Docker

Complete
RAG System

Graph-based retrieval augmented generation for medical data

LangChain NetworkX Streamlit

Complete

πŸ“Š Development Activity

Activity Graph

⏱️ Weekly Coding Time

Python       73 hrs 51 mins  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘   84.07 %
JSON         8 hrs 11 mins   β–ˆβ–ˆβ–’β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.32 %
Markdown     3 hrs 41 mins   β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.20 %
Bash         33 mins         β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.64 %
Other        32 mins         β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.61 %

🎯 Current Focus

Deep Learning

NLP

Computer Vision

Bayesian Stats
LLMs

Generative AI

MLOps

Statistical Inference

🐍 Contribution Snake

Snake Animation

🌐 Connect & Collaborate


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  1. Medical-Graph-RAG Public

    A comprehensive RAG pipeline combining knowledge graphs, vector search, and LLM generation for medical document analysis. Features semantic caching, advanced reranking, and modular architecture for…

    Python 1

  2. AgenticRAG Public

    Agentic RAG is a modular, agent-driven Retrieval-Augmented Generation system built with LangChain, LangGraph, and OpenRouter. It combines planning, reasoning, and memory with external tools and API…

    Python 1

  3. RAG Public

    Collection of RAG techniques I've implemented so far. A part of an ongoing marathon to explore and document practical RAG strategies in NLP.

    Jupyter Notebook 1

  4. Loan-Default Public

    R project focused on loan default prediction. Includes data preprocessing, exploratory analysis, feature engineering, and modeling using various classification techniques.

    Jupyter Notebook 2

  5. CancerAnalysis Public

    In depth statistical analysis for the cancer dataset

    Jupyter Notebook 2

  6. Travel-Planner Public

    An AI-powered travel planner built for Jupyter. Leveraging LLMs, LangChain, and LangGraph, it generates fully customized trips based on user preferences recommending destinations, estimating budget…

    Jupyter Notebook 1