Skip to content
View BLVCK-MAMBA-6's full-sized avatar

Block or report BLVCK-MAMBA-6

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
BLVCK-MAMBA-6/README.md

👋 About Me

class MLEngineer:
    def __init__(self):
        self.name = "Adeyemo Favour"
        self.role = "Applied 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

```

Pinned Loading

  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. dog-breed-app dog-breed-app Public

    🐶 End-to-End Dog Breed Classifier An interactive AI web application capable of identifying 120 different dog breeds from images. Built using Python and TensorFlow 2.8, this project leverages Transf…

    Jupyter Notebook

  3. autonomous-research-agent-with-langgraph autonomous-research-agent-with-langgraph Public

    An advanced multi-agent system built with LangGraph that autonomously plans, researches, critiques, and writes high-quality reports using a cyclic ReAct workflow.

    Jupyter Notebook

  4. 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