Ahmmad Musha
Ahmmad Musha received his B.Sc. Engineering degree in Electrical and Electronic Engineering (EEE) from Pabna University of Science and Technology (PUST), Pabna-6600, Bangladesh in 2022. Currently, he is working as an Electrical Engineer at MetroScientific. His research interests include embedded systems, AI accelerator hardware design, hardware security, machine learning, deep learning, and image and signal processing.
- Dhaka - 1215, Bangladesh
- mushaxyz@gmail.com
- +8801747497599
Technical Strengths
- Advanced knowledge in programming languages – Python, MATLAB, C/C++, and HTML.
- Intermediate knowledge in TensorFlow and PyTorch machine learning framework with scikit-learn, OpenCV, Numpy, Pandas, and Matplotlib libraries.
- Advanced knowledge in Arduino, Raspberry Pi, ESP8266, PIC microcontrollers, and various modules and sensors.
- Advanced knowledge in Power System, Basic Electronics and Circuit Simulators – MATLAB Simulink, Proteus.
- Familiar with VHDL and Verilog code, ModelSim and Xilinx Vivado Design Suite.
- Familiar with Linux and Windows environments.
- Simple android app development for embedded system applications using Android Studio, Facebook messenger Chatbot using Botman framework.
- Microsoft Visio, Adobe Illustrator for drawing.
Education
- Bachelor of Science in Electrical and Electronic Engineering (Jan. 2016 – July 2022)
Pabna University of Science and Technology (PUST), Bangladesh, CGPA: 3.72/4.00, Merit Position: 3rd - Higher Secondary School Certificate (July 2013 – Aug. 2015)
Cantonment Public School College, BUSMS, Parbotipur, Dinajpur, Bangladesh, GPA: 5.00/5.00 - Secondary School Certificate (Jan. 2016 – Aug. 2022)
Chowdhurani High School Rangpur, Bangladesh, GPA: 4.88/5.00
Professional Experience
- Electrical Engineer at MetroScientific, Dhaka, Bangladesh. (Sept. 2022 – Present)
- Intern Electrical Engineer at MetroScientific, Dhaka, Bangladesh (June 2022 – Aug. 2022)
- Co-Founder & AI Lead at MessBook Softwares Ltd. Dhaka, Bangladesh (Feb. 2020 – May 2022)
Leadership Experience
- Vice-Chair (Technical) (Jan. 2020 – Dec. 2020): IEEE PUST Student Branch, Pabna, Bangladesh, Institute of Electrical and Electronics Engineers (IEEE)
- Webmaster (Jan. 2019 – Dec. 2019): IEEE PUST Student Branch, Pabna, Bangladesh, Institute of Electrical and Electronics Engineers (IEEE)
- Assistant Executive, IT (June 2017 – Dec. 2019): Engineering Students Association of Bangladesh (ESAB) PUST Unit Face, Pabna, Bangladesh
Research & Publications
Journal Article
- A. Musha, R. Hasnat, A. Al Mamun, and T. Ghosh “Computer-Aided Bleeding Detection Algorithms for Capsule Endoscopy: A Systematic Review.” In Proceedings of Biomedical Sensors. https://doi.org/10.3390/s23167170
- A. Musha, A. A. Mamun, A. Tahabilder, M. J. Hossen, B. Hossen, S. Ranjbari.“A deep learning approach for COVID-19 and pneumonia detection from chest X-ray images.” In Proceedings of International Journal of Electrical and Computer Engineering, Vol 12, No 4, pp.3655-3664, https://doi.org/10.11591/ijece.v12i4.pp3655-3664
- A.H.M. I. Ferdous, M. S. Anower, A. Musha, M. A. Habib, M. A. Shobug. “A heptagonal PCF-based oil sensor to detect fuel adulteration using terahertz spectrum.” In Proceedings of Sensing and Bio-Sensing Research, Volume 36, June 2022, 100485 https://doi.org/10.1016/j.sbsr.2022.100485
- A. A. Mamun, M. J. Hossen, A. Tahabilder, A. Musha, R. Hasnat, S. K. Saha. “Acute lymphoblastic leukemia detection approach from peripheral blood smear using color threshold and morphological techniques.” In Proceedings of International Journal of Electrical and Computer Engineering, Vol 12, No 4, pp. 3692-3699, https://doi.org/10.11591/ijece.v12i4.pp3692-3699
Conference
- A. Musha*, R. Hasnat, A. A. Mamun, T. Ghosh. “Deep Learning-Based Comparative Study to Detect Polyp Removal in Endoscopic Images.” In Proceedings of International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2022, pp. 1-5, https://doi.org/10.1109/ESCI53509.2022.9758254
- R. Hasnat, A. Al Mamun, A. Musha, T. Ghosh. “Computer-Aided Polyp Removal Detection in Endoscopic Images.” In Proceedings of 3rd International Conference on Electrical & Electronic Engineering (ICEEE), Rajshahi, Bangladesh, 2021, pp. 37-40, https://doi.org/10.1109/ICEEE54059.2021.9718791
- A. Lamon, K. Roy, A. Musha*, M. G. Hasan, S. Abedin. “Design and Implementation of IoT-Based Automatic Oxygen Flow Control in Response to the Covid-19 Crisis.” In Proceedings of 5th International Conference of Computer and Informatics Engineering, Jakarta, Indonesia, https://doi.org/10.1109/IC2IE56416.2022.9970199
- A. Musha*, A. A. Mamun, A. Tahabilder, B. Jahan, R. Sultana, M. M. Akter.“An Automated Coronavirus Disease Detection Approach Using a Deep Neural Network from X-ray Images.” In Proceedings of Computational Intelligence in Pattern Recognition, Kolkata, India, 2021, pp. 427–438, https://doi.org/10.1007/978-981-16-2543-536
- R. Hasnat, A. Al Mamun, A. Musha, A. Tahabilder. “A Review on Heart Diseases Prediction Using Artificial Intelligence.” In Proceedings of International Conference on Machine Intelligence and Emerging Technologies 2022 (MIET 2022), Noakhali, 3814, Bangladesh. https://doi.org/10.1007/978-3-031-34622-4_4
* presented by Ahmmad Musha
Under Review
- R. Hasnat, A. Musha, A. Al Mamun, Md. S. Hossain, and T. Ghosh “A Systematic Review of Ulcer Detection Methods in Wireless Capsule Endoscopy” In Proceedings of Intelligent Medicine.
More >>>
Awards and Honors
- Winner, Banglalink IT Incubator 3.0 organized by ICT Ministry, Bangladesh Hi-Tech Park Authority, and Banglalink – 2020
- University Merit Scholarship 2017, 2018, 2019, 2020 – Pabna University of Science and Technology, Bangladesh
- 1st Runner up, Students CATEGORIES (HC-S) – Tertiary Student Project (Undergraduate), BASIS National ICT Awards – 2019
- Runner up, Student to Startup Chapter-2 organized by Innovation Design & Entrepreneurship Academy Project, ICT Division – 2019
- Achieved one of the positions among the top 120 startups in Bangladesh, Student to Startup Chapter-1 organized by Innovation Design & Entrepreneurship Academy Project, ICT Division – 2019
- 1st Runner up, Project Showcasing, BUP Techsurgence 2019 organized by Bangladesh University of Professionals, Bangladesh – 2019
- 2nd Runner up, Hardware Project Showcasing, BAUET Tech Fair- 2K18, organized by Bangladesh Army University of Engineering & Technology, Bangladesh – 2018
- Champion, Senior Category, 38th National Science & Technology week and Science Fair, Pabna Sadar Upazila, Bangladesh – 2017
Certificates
- Build Basic Generative Adversarial Networks (GANs) – November 2021
DeepLearning.AI | Coursera | Credential ID: SWSTPDV5V5ZY - Introduction to Programming with MATLAB – December 2020
Vanderbilt University | Coursera | Credential ID: 8XA5X26BTLSS - Convolutional Neural Networks in TensorFlow – November 2020
DeepLearning.AI | Coursera | Credential ID: 7FNSND4M3NRU - Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning – October 2020
DeepLearning.AI | Coursera | Credential ID: YQQYCG4UBR9X - AI for Medical Diagnosis – September 2020
DeepLearning.AI | Coursera | Credential ID: 6TYSRJRGK65S - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization – August 2020
DeepLearning.AI | Coursera | Credential ID: BF2BQHZJ65XD - Convolutional Neural Networks – August 2020
DeepLearning.AI | Coursera | Credential ID: 9EKA8NHQ4HBR
Participated in Seminar and Workshop
- “Workshop on COMSOL Multiphysics Software: PCF and Optical Sensor Design” organized by Dean office, Faculty of Engineering and Technology and in collaboration with IEEE PUST Student Branch on 10th December 2021
- “Workshop on Cyber Security & Awareness” was held at Pabna University of Science and Technology [PUST] on 12th July 2018 organized by ESAB PUST Unit Face.
- “Workshop on EndNote and Thesis Formatting” which was held at Pabna University of Science and Technology [PUST] on 19th April 2018 organized by IEEE PUST Student Branch
- “Seminar on Career Talk: Transition from University to Corporate Life” which was held at Pabna University of Science and Technology [PUST] on 1st March 2018 organized by IEEE PUST Student Branch and Department of EEE, PUST
- “Engineering Skills Development” was held at Pabna University of Science and Technology [PUST] on 28th December 2017 organized by ESAB PUST Unit Face.
- “Workshop on Internet of Things (IoT) 101: Learn-ESP826” which was held at Pabna University of Science and Technology [PUST] on 9th November 2017 organized by IEEE PUST Student Branch and Department of EEE, PUST
- “Workshop on Automation” held at Pabna University of Science and Technology [PUST] on 21st & 22nd September 2017 organized by IEEE PUST Student Branch and Department of EEE, PUST.
Participated in Science Festival
- Technocracy – 2019 was held on July 4 2019 and organized by the Department of Electrical & Computer Engineering (ECE), Rajshahi University of Engineering & Technology (RUET), Bangladesh.
- BUP Techsurgence – 2019 was held on 7th April 2019 and organized by Dept. of ICT, Bangladesh University of Professionals (BUP), Bangladesh
- ROBOLUTION – 2019 was held on 5th April 2019 and organized by MIST Robotics Club, Military Institute of Science And Technology (MIST), Bangladesh
- The Ultimate Innovator Hunt was held on 13th July 2018 and organized by IEEE RUET Student Branch, Rajshahi University of Engineering & Technology (RUET), Bangladesh.
- BAUET Tech Fair – 2K18 was held on 10th May 2018 and organized by Bangladesh Army University of Engineering & Technology (BAUET), Bangladesh
- Inter-University Science Festival – 2017 was held on 30th November 2017 and organized by the Astronomy & Science Society, Rajshahi University of Engineering & Technology (RUET), Bangladesh.
- 38th National Science & Technology week and Science Fair was held on 27th April 2017 and organized by Pabna Sadar Upazila, Bangladesh.
Membership
- Student Member (Jan 2019 – Present): IEEE PUST Student Branch, Institute of Electrical and Electronics Engineers (IEEE)
- Member (Jun 2017 – Dec 2019): Engineering Students Association of Bangladesh (ESAB) PUST Unit Face, Pabna, Bangladesh
- Member (Jan 2016 – Present): Rangpur District Students Welfare Association, PUST.
