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BLVCK-MAMBA-6/README.md

👋 About Me

class MLEngineer:
    def __init__(self):
        self.name = "Adeyemo Favour"
        self.role = "AI/ML Engineer"
        self.location = "Nigeria 🇳🇬"
        self.education = "B.Sc Computer Science @ University of Ibadan"
        
    def current_focus(self):
        return [
            "Building autonomous AI agents",
            "Production-grade CV & NLP systems",
            "Model optimization & deployment"
        ]
    
    def philosophy(self):
        return "I don't just build models that work in notebooks — I build systems that thrive in production 🚀"


💼 Professional Experience

Role Organization Focus Area
AI Engineer Gesture AI Computer Vision • Model Optimization • Edge Deployment
ML Engineer Octave Inc LLM Agents • FastAPI • Production Systems
Technical Lead AISOC Workshops • Community Building • Knowledge Transfer


⚡ Tech Stack

🐍 Languages & Core

Python SQL

🧠 ML & Deep Learning

PyTorch TensorFlow Keras scikit-learn HuggingFace

🚀 MLOps & Deployment

FastAPI Docker Streamlit Git

🤖 LLM & Agents

LangChain OpenAI



🏆 Featured Projects

🧠 MRI Brain Tumor Classification

PyTorch CNN for automated brain tumor detection from MRI scans. Implements 4-class classification with confusion matrix visualization.

💬 DistilBERT Sentiment Classifier

LoRA fine-tuned DistilBERT for efficient sentiment analysis. Achieves 40% smaller memory footprint than BERT-base.

🐕 Dog Breed Classifier

MobileNetV2 image classification deployed as interactive Streamlit app. Optimized for edge deployment.

🎵 Melody AI

Autonomous data analyst agent processing 100K+ row datasets. Generates strategic PDF reports & dynamic visualizations.



📈 GitHub Analytics



🎓 Education & Certifications

🎓 B.Sc Computer Science University of Ibadan Expected 2027
📜 Introduction to Deep Learning MIT 6.S191 ✅ Completed
📜 Supervised Learning Coursera (Classification & Regression) ✅ Completed


⭐ From BLVCK-MAMBA-6

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  1. DistilBERT-LoRA-IMDb-Sentiment DistilBERT-LoRA-IMDb-Sentiment Public

    A highly efficient binary sentiment classifier fine-tuned on the IMDb Movie Review dataset. This project utilizes DistilBERT with LoRA (Low-Rank Adaptation) to categorize reviews as either Positive…

    Python

  2. mri-brain-tumor-classification-pytorch mri-brain-tumor-classification-pytorch Public

    A Convolutional Neural Network (CNN) implemented in PyTorch to classify brain MRI scans into four distinct categories. The project includes data preprocessing, model training, accuracy evaluation, …

    Python

  3. LightRAG LightRAG Public

    Forked from HKUDS/LightRAG

    [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

    Python

  4. sandboxed-tool-executor sandboxed-tool-executor Public

    An isolated code execution runtime and API for untrusted AI tool calls, enforcing cgroup memory caps, CPU quotas, network air-gapping, and strict execution timeouts.

    Python