👨💻 Machine Learning Engineer | Computer Vision Enthusiast | LLM Explorer
Welcome to my GitHub! I'm Robert Y. Agyekum Addo, a passionate Machine Learning Engineer with expertise in Computer Vision, Large Language Models (LLMs), and Natural Language Processing (NLP). My journey has been about solving real-world problems through innovative AI solutions. 🚀
🎓 Education: Bachelor of Science in Information Technology (BlueCrest University College, Accra)
🏢 Experience:
- Data Scientist at Nationwide Affordable Housing Scheme
- Deep Learning Researcher at Nikasemo Technologies
- LLMs Intern at AI School by JadooAI
🌍 Location: Accra, Ghana
🔗 Find me online:
- 🧠 Deep Learning: CNNs, GANs, Semantic Segmentation
- 🖼️ Computer Vision: You Only Look Once (YOLO), Single Shot Multibox Detector (SSD), Detectron2, DETR, Pose Estimation(YOLOvX-Pose, MediaPipe), OpenCV, Image Classification
- 📚 Natural Language Processing: Transformers, Retrieval Augmented Generation (RAG), Chatbots, Large Language Models (LLMs), Retrieval Augmented Generation with Assessment Score (RAGAS)
- 📊 Data Science: Time Series, ARIMA, XGBoost
- 📍 Geospatial Analysis: QGIS, Google Earth Engine, Digital Elevation Models (DEMs), NDVI, Sentinel-2
- 🛠️ Programming: Python, TensorFlow, PyTorch
Used YOLOv8 to analyze football matches, detecting player positions and tracking movement in real-time.
Built a conversational chatbot combining YOLOv8 and LLaVA to detect and explain crop diseases.
Implemented transfer learning using VGG16, ResNet, and Inception to classify handwritten digits.
Developed a regression model to predict house prices using historical data.
Created a Retrieval-Augmented Generation chatbot using Langchain, FAISS, and LLaMA-2.
I'm always eager to explore new technologies, contribute to impactful projects, and learn from the community. Feel free to connect or collaborate on any exciting ideas! 🌍🤝