Faisal Ahmed

Welcome to my personal website. I am Faisal Ahmed, working as a Machine Learning Engineer at Business Automation Limited, Bangladesh. My working area is computer vision, machine learning, and natural language processing. Currently, I'm working on auto suggestions, real-time speech processing, large language models (LLMs), and generative AI. Previously, I was working as an  AI Engineer in Next Solution Lab, where I was working on OCR solutions, information extraction, industrial meter recognition, text-to-speech generation, face recognition system. Personally, I was also working on intelligent transportation systems and biomedical signal processing. 

I graduated from the Department of Computer Science and Engineering at Khulna University of Engineering & Technology, Bangladesh, in April 2022.  My undergraduate thesis is focused on building infrastructure recognition with deep learning methods titled as A Study on Building Infrastructure Recognition Using Deep Learning Methods..

Research Interest

Language and Speech Processing: Information extraction, Text to speech, speech to text, Conversational AI, speech-to-speech Models

Generative AI : Large Language Models (LLMs), Retrieval Augmented Generation (RAG), Agentic AI

Computer Vision: Smart traffic monitoring systems, Vehicle detection, OCR, Biometric Recognition, Biomedical signal processing (ECG, EEG, PPG)

Teaching Materials

My Educational YouTube Channel:  Learn Computer Science with Faisal  ( 32 K+ Views)

1. Natural Language Processing with Python | Bangla 

• Basic to advanced

• Total number of videos: 22

• Top ranking for banga NLP series

• Code examples: GitHub

2.  Introduction to Large Language Models (LLMs) | Transformers |  Bangla

3. Machine Learning and Deep Learning

• Data augmentation using Image Data Generator | Keras | Bangla

• CNN Layer visualization | Convolutional Filter Analysis |  Bangla

• Autoencoder | Encoder Decoder Neural Network | Bangla

4. Image Processing and Computer Vision

• Live Sketch and Image Filtering | OpenCV Python

• Object Detection with YOLO v3 | Bangla

Get in touch at [faisal.cse16.kuet@gmail.com]