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Balancing code and coursework
💭
Balancing code and coursework
35 followers · 33 following
  • Nairobi, Kenya

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Achievement: Pull Sharkx2Achievement: Quickdraw

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Achievement: Pull Sharkx2Achievement: Quickdraw

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Chrisolande/README.md
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🧠 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

🚀 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

📊 Development Activity

Activity Graph

⏱️ Weekly Coding Time

No activity tracked

🎯 Current Focus

Deep Learning

NLP

Computer Vision

Bayesian Stats 		LLMs

Generative AI

MLOps

Statistical Inference

🐍 Contribution Snake

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🌐 Connect & Collaborate


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  1. Medical-Research-Assistant Medical-Research-Assistant 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 9 2

  2. AgenticRAG 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 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. Agents-Playground Agents-Playground Public

    A personal sandbox for experimenting with LLM-powered agents, tools, and orchestration frameworks.

    Jupyter Notebook

  5. CancerAnalysis CancerAnalysis Public

    In depth statistical analysis for the cancer dataset

    Jupyter Notebook 2 1

  6. Loan-Default 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