Education
Otto-von-Guericke University Magdeburg
M.Sc. in Data & Knowledge Engineering
oct 2015 - oct 2018
Machine Learning, Data Mining, Big Data Storage and Processing, Recommendation System, Information Retrieval, Distributed Database Management, and Advanced Database Model.
CertificateAhsanullah University of Science and Technology
B.Sc. in Computer Science & Engineering
oct 2010 - oct 2014
Data Structure, Algorithms, Numerical Methods, Artificial Intelligence, Data Communication, Computer Graphics, Pattern Recognition, Discrete Mathematics, and Object-Oriented Programming.
Certificate
About Myself
whoami
Hello, Universe! This is Kaiser Hamid Rabbi, Software Engineer, ML @TigerIT focuses on Biometric Research and end-to-end credential management solutions. I am generally positively charged and always try to learn my lessons the hard way. I would characterize myself as both a Computer Scientist and a Machine Learning Engineer and in the past, I’ve tried many things before finding my way, before finding my passions. I’m an Autodidact. So, I learned a lot by myself. I self-teach a lot. I am always curious about - what I don't know? (LYGOMETRY) and always push myself to the limit. Mathematics, Theoretical Physics, and Astronomy are three of my subjects of interest. Last but not least, Programming is very near and dear to my heart! I also call myself an eclectic reader. I am not an academic researcher but a synthesizer of information from different resources. I assimilate my ideas and information based on my own experience. I spend most of my time reading computer science books, research papers, technical blog posts, listening to educational podcasts, watching numerous lectures online on subjects of my interest, and reading self-help books to reshape myself as a highly effective and better human being.
Noncollegiate Activities
Touch Typing | 100+ WPM
MEGARACER badge holder in typeracer.com, keybr.com and 10fastfingers.com. Can type 100+ words per minute! My all time top speed beats 99.3% of all other people in the world. Keyboard: Royal Kludge Sink87G Mechanical Brown Switches.
Cyclist | Biker
I love Cycling and Biking! An active member of both the BDCYCLYST group and the BD Riderz Club in Bangladesh. Cycle: UPLAND Spyker-100, Bike: YAMAHA FZS V3.
Graphics Design | Photography
Enjoy working on Graphics Designing, Typography, Video Editing, and Photography in my free time. I spent my leisure time doing this to stimulate my creativity!
Footballer | Defensive Midfielder
Once upon a time, football was my passion. Used to play in Defensive Midfield position. Enjoy watching the English Premier League and a die-hard LIVERPOOL fan.
Experience
TigerIT Bangladesh Limited
Software Engineer, ML
Oct 2019 - Present
- Developed ANPR system using PyTorch, TensorFlow, CUDA, Redis, Minio, Mosquitto, and rtsp-stream-server. Trained detection and recognition models on multiple GPU servers, achieving 95% real-time accuracy for processing RTSP camera feeds. Implemented WebSocket and DeepSORT for efficient vehicle tracking.
- Led a 4-person team in data preprocessing and created an ANPR web client for parking, vehicle tracking, toll collection, and RFID-based systems. Streamlined data management, enhancing ANPR efficiency and accuracy.
- Built Facial Recognition System (FRS) with PyTorch, TensorFlow, CUDA, Redis, Minio, Mosquitto, and rtsp-stream-server. Implemented ArcFace, MTCNN, RetinaFace, and DSFD models for high-accuracy face detection and recognition.
- Created 1100 clusters for 1.2 million Rohingya embeddings, improving facial data efficiency. Resolved memory leaks, ensuring system stability. Implemented Deep Sort for reliable person tracking in identity management solutions for government agencies, enterprises, and service providers.
- Evaluated ML models using accuracy, precision, recall, F1 score, AUC, cross-validation, confusion matrix, and ROC analysis. Kept up-to-date with ML advancements through research papers, conferences, webinars, and active participation in GitHub and Kaggle communities.
- Orchestrated a team of 12 engineers to explore and train cutting-edge transformer models for Natural Language Processing (NLP), achieving remarkable advancements in RASA chatbot, ASR, TTS, and NLU systems. Enabled Bengali voice command recognition, enhancing user accessibility and engagement.
- Deployed ML model using Docker containers on an AWS-based Kubernetes cluster, integrating RESTful APIs with website backend systems. Deployed voice technology products, enabling seamless voice command recognition and enhancing user engagement.
- Implemented voice technology products with impressive performance metrics, including ASR accuracy of 92% and TTS naturalness rating of 4.5/5.
Upskillable
Data Scientist
Jul 2019 - Sep 2019
Designed two separate recommendation systems to recommend relevant jobs to candidates and vice versa using Auto-Encoder and Boltzman Machine in Python and Flask. The systems helped candidates find the right job for their skillset, resulting in a 25% increase in successful job placements.
Dreamerz Lab Limited
Software Engineer
Jan 2019 - Jun 2019
Created 2 games in Unity, one is a Multiplayer First Person Shooting game named “Battle of Hatirjhil” and another one is an Augmented Reality game named “Demon Slayer”. Experimented different AI algorithms in the game-play to make the game fun! Also worked on an Augmented reality application named “Attire LabAR” based on cloth fitting instead of using the Trail room in the shopping mall.
Packt Publications Limited
Data Science Author
Feb 2018 - Dec 2018
Create Online Premium Courses in the field of Artificial Intelligence, Reinforcement Learning, Deep Learning, Machine Learning, and Data Science. Courses that published in Pack Publication and Udemy are given below- • Hands-on Deep Q-Learning • Building Natural Language Applications with Tensorflow • Hands-on Machine Learning with Tensorflow
Recommendations
Sajjadul Hakim
Vice President @ TigerIT
I highly recommend Kaiser Hamid Rabbi as an exceptional Software Engineer and Machine Learning Engineer. His expertise and innovation in Biometric Research and end-to-end credential management solutions were evident during our time at TigerIT. Kaiser's lifelong learning mindset, combined with his ability to explain complex concepts, makes him a valuable mentor. His diverse knowledge and dedication to self-improvement make him a well-rounded and effective professional. I confidently endorse Kaiser for his technical skills and passion in software engineering and machine learning.
Monirul Islam
Test Architect @ TigerIT
I enthusiastically recommend Kaiser Hamid Rabbi as a Software Engineer and Machine Learning Engineer. His expertise in Biometric Research and end-to-end credential management solutions is exceptional. He is a lifelong learner, passionate mentor, and possesses a broad knowledge base in Mathematics, Theoretical Physics, and Astronomy. Kaiser's commitment to self-improvement and diverse reading habits make him a well-rounded individual. He is an invaluable asset to any project or team.
Yasin Ali Khan
Senior Software Engineer
I had the pleasure of working with Kaiser Hamid Rabbi at TigerIT Bangladesh Limited, collaborating on several projects. He is a dedicated professional and is willing to put in that extra help whenever you need it. His expertise as a developer is considerable, and it helped our team come up with more efficient solutions on different projects. His contribution is valuable to the side, and I highly recommend Kaiser Hamid Rabbi and would love to work with him again.
S M Rahat Rahman
Graduate Assistant, Civil Engineering Department, Louisiana Tech University
I am pleased to recommend Kaiser Hamid Rabbi as an exceptional Software Engineer and Machine Learning Engineer. As a member of the Machine Learning team at TigerIT, Kaiser's work in Biometric Research and end-to-end credential management solutions demonstrates his expertise and innovation in the field. Kaiser is a lifelong learner and an autodidact who is always pushing himself to the limit. He is both a Computer Scientist and a Machine Learning Engineer, with a passion for Mathematics, Theoretical Physics, and Astronomy. As someone who has benefited from Kaiser's mentorship in computer programming, I can attest to his ability to explain complex concepts with clarity and precision. His diverse reading habits and dedication to self-improvement also make him a highly effective and well-rounded individual. I would highly recommend Kaiser to anyone looking for an expert in software engineering, machine learning, or a passionate and knowledgeable mentor.
