Habeeb Olawale HAMMED

1. Transitioned human action recognition system from tree-based models (XGBoost) to Transformer based architectures, improving temporal representation of 3D pose sequences. 2. Applied effective techniques to address severe class imbalance, reducing dummy-class bias and improving rare action recognition. 3. Boosted per-class performance, achieving +118% precision and +22% recall across 17 action categories in real-time inference pipelines. 4. Architected video processing infrastructure handling 20,000+ dance videos from TikTok/YouTube with parallelized OpenCV and SciPy feature extraction 5. Built data pipelines for large-scale video datasets, improving processing efficiency by 35%.

1. Engineered an NLP pipeline using Large Language Models (LLMs) for cancer treatment recommendations, increasing data extraction efficiency by 40%. 2. Optimized a Document Layout Analysis framework using state-of-the- art models like Mixtral 8X7b, improving extraction accuracy by 30% from complex medical documents. 3. Designed and evaluated a Retrieval-Augmented Generation (RAG) system, integrating FAISS indexing and sentence embeddings, achieving 85% precision and 90% recall in document classification.

1. Collaborated with a cross-functional team to developed an automated classification system for 100,000 labeled satellite images, leveraging pretrained deep learning models, improving classification accuracy by 25%. 2. Refactored satellite data processing workflows by leveraging transfer learning, reducing processing time by 35%. 3. Implemented memory-efficient methods for large-scale datasets, ensuring seamless integration and analysis of high-resolution satellite imagery, enhancing efficiency by 20%.

Prepared and coded relevant data into data entry devices Managed database and frequently verified for completeness and accuracy Organized data documents and filed materials into adequate locations Assisted the Data Processing Officer with data processing work and other tasks assigned.

Compiled and organized General Out-patients healthcare records Collated data from different sources and kept them updated as required Cleaned and investigated data using statistical skills to find trends and patterns and understand the perceptions of patients in the hospital Analyzed data with advanced Excel skills to assist hospital stakeholders in improving customer services and delivering optimal healthcare management