Greetings esteemed reader. You can call me Ifty. A bit about me. I like solving problems and finding patterns. I also love learning new things which lie in the intersection of computer science and artificial intelligence.
Papers and Journals
- (5th August 2023) Journal published at IJDAR
- (20th November 2020) Paper published at Dicta-2020
Experience
- (March, 2022 - October, 2023) AI/ML Research Engineer at Neovotech Ltd.
- (January, 2022 - October, 2023) Research Student at North South University
- (August, 2021 - March, 2022) Machine Learning Engineer at Nybsys
- (February, 2021 - June, 2021) Research Student at North South University
- (August, 2020 - December, 2020) Machine Learning Researcher at Apurba-NSU Lab(Apurba Technologies)
Academic Background
- (January, 2024 - Present) M.Sc. in Computer Vision at University of Central Florida
- (September, 2014 - April, 2020) Undergraduate in Computer Science and Engineering from North South University
Research Interests & Experience
My research interests revolve around everything machine learning with a focus on deep learning. I have done projects and have a keen interest in problems involving resource-constrained machine learning, optical character recognition, object detection and tracking, zero-shot image tagging, navigational path planning and swarm robotics.
I am doing some research focused on long tailed image classifcation, semantically aware few shot classification and zero-shot tagging with Dr. Shafin Rahman. Previously I worked with Dr. Nabeel Mohammad on convolutional capsule networks and optical character recognition. I have also worked with Dr. Shahnewaz Siddique on GPS denied navigational path planning for multiple robots.
Computer Science Expertise (Tools)
- Computer Languages : Python, C++, Javascript, Java
- Numeric Manipulation Libraries : Numpy, Eigen, Scipy
- Machine Learning Frameworks : Scikit-Learn
- Tabular Data Manipulation Libraries : Pandas, Modin, Dask
- Deep Learning Frameworks : Pytorch, Tensorflow, Darknet, PaddlePaddle, NCNN
- Database Query Language : MySQL, PostgresSQL, SQLite
- Web based framework : Flask, FastAPI, React
- Visualization Libraries : Matplotlib, D3.js, Bokeh
- Robotic Frameworks : ROS
- People Experience : Pair Programming, Thought Out Googling, Sleeping
Industrial Interests & Experience
My industrial intrests revolve around creating products that provide practical solutions through the use of both algorithms and software design. I have experience working with image, text, sensor and tabular data. I also have experience working on the whole data pipeline from data collection upto optimized model deployment.
Contact me
I am open to interesting research and practical projects. I am also looking for jobs related to machine learning. Feel free to contact me by email or message me on Twitter or send a connection on Linkedin.
Personal E-mail : rezwan.mohammad.165@gmail.com University/Work E-mail: mohammad.rezwan@northsouth.edu Twitter : Ifty Linkedin : Ifty