AI Engineer with Expertise in Machine Learning and Deep Learning
Greetings! I am Afnan Habib, a passionate and skilled AI Engineer with a robust background in machine learning and deep learning technologies. With a proven track record in developing innovative solutions and optimizing models for real-world applications, I am dedicated to leveraging artificial intelligence to drive impactful results. As a Pakistani national, I bring a diverse perspective to the table, combined with a commitment to excellence and a drive for continuous improvement.
Professional Expertise:
Machine Learning & Deep Learning: Proficient in designing and implementing machine learning and deep learning algorithms, with hands-on experience in facial recognition, pose estimation, hand gesture recognition, and person tracking.
Model Optimization: Adept at optimizing models for real-world scenarios, prioritizing efficiency, speed, and latency. Experienced in leveraging frameworks like TensorRT and ONNX to achieve peak performance.
Data Analysis & Preprocessing: Skilled in data analysis, preprocessing, and visualization, with a knack for working with large datasets and distributed computing technologies.
Chat Bot & Twitter Bot Development: Accomplished in building AI-powered chat bots and Twitter bots, enhancing conversational experiences and facilitating timely news updates.
Deployment & Containerization: Proficient in deploying AI models using Docker and docker-compose, ensuring seamless integration and scalability across various platforms.
Project Highlights:
Satisfaction Of Things (SOT): AI system for customer satisfaction surveying, integrating advanced hand gesture recognition and facial recognition technologies. Optimized models for efficiency using ONNX and TensorRT.
Face Recognition and Evaluation: Development and evaluation of a real-time face recognition project, enhancing situational awareness and safety measures in security and surveillance applications.
Gender Detection: Support Vector Machines (SVM) on embeddings using Insightface for accurate gender prediction, showcasing high efficiency and reliability.
Chat Bot & Twitter Bot: Conversation Bot for human-like conversation and a News Summarization Twitter Bot for on-the-go news updates, showcasing NLP expertise.
Skills Snapshot:
AI & Deep Learning Frameworks: Python, TensorFlow, PyTorch, Keras, Numpy, Pandas.
Model Optimization: TensorRT, ONNX.
API Development: Flask, FastAPI, Postman.
Deployment & Containerization: Docker, docker-compose.
Database Management: Elasticsearch, MongoDB, SQL, MySQL.
Robotics: Arduino, ESP8266, D1mini.
With a dedication to innovation, a commitment to quality, and a strong background in AI, I am well-equipped to contribute positively to any project I undertake. If you seek a versatile AI Engineer capable of delivering exceptional results, I am excited to connect and discuss potential collaborations.