About Me
An enthusiastic and dedicated Machine Learning Research assistant experienced in Technical Data Analysis and Business Data Analysis. Passionate to make ideas into successful projects. Effective communication ability to collaborate with teams and other researchers to find out the best practical solutions to ensure development. Having adequate knowledge of Information Security and Computer Network along with Electrical Engineering fundamentals.
EXPERIENCE
09/2023 - Current
Research Assistant
Data Engineering and Predictive Analytics (DEPA) Research lab | Baltimore, USA
- Developing a Machine Learning Application using Large Language Model (LLM) to communicate with any types of given data such as PDF, TXT Files or Web Pages by Natural Language
- Developing a Cyber Security Authentication system using Supervised Machine Learning.
- Developing University assistant that can be worked as an advisor for the students regarding course works and regulations.
05/2024 - 07/2024
Graduate Mentor
CEAMLS Summer AI Research Institute | Baltimore, MD
- Mentored and supported a team of diverse undergraduate scholars from different fields.
- Provided expertise in leveraging OpenCV, YOLO, and Ultralytics to detect key traffic violations, such as jaywalking and red-light running, improving the accuracy and scalability of the solution.
- Supervised the SQL database architecture to store, manage, and query video data.
- Assisted in the preparation of graduate students for professional conferences and presentations.
03/2019 - 08/2021
Supply Chain Analyst
Navana LPG LTD | Dhaka, Bangladesh
- Updating inventory stock using MS Excel & Oracle EBS
- Forecasting future inventory demand
- Developing reports and analyzing data with Oracle EBS
- Utilized data analytics to identify and resolve supply chain issues and improve overall performance.
- Reported on supply chain KPIs to verify compliance with established standards.
05/2017 - 04/2018
Technical Support Engineer
FedEx | Dhaka, Bangladesh
- Network Installation and Configuration
- Configuration & Troubleshoot L3/L2/L1 device, CCTV, PABX System,
- Network Printer etc.
- Ensured Network security
- Remote Solutions (SSH and Telnet).
Education
Expected in 12/2027
Doctor of Engineering in Electrical & Computer Engineering
Morgan State University | Baltimore, MD
06/2023
Master of Science in Information Technology
Washington University of Science & Technology | Alexandria, VA
12/2016
Bachelor of Science in Electrical & Electronic Engineering
American International University - Bangladesh | Dhaka, Bangladesh
Skills
Accomplishments
Graduate Research Poster Presenter Winner (Spring 2024) Presented a custom-built Large Language Model GPT project at the Spring 2024 Symposium, Morgan State University. Demonstrated the model's capabilities in providing personalized academic guidance by analyzing course materials and offering tailored suggestions for students.
Python
Specialist
Excel, PowerPoint, Outlook
Specialist
PyTorch, TensorFlow
Specialist
KNIME
Specialist
Supervised & Unsupervised Learning
Specialist
SQL & MySQL
Specialist
Arduino
Specialist
Windows, Linux
Specialist
Regression, Classification
Specialist
Splunk
Specialist
Deep Learning
Specialist
OpenCV, YOLO, DeepSORT
Specialist
Tableau
Specialist
R
Specialist
Microsoft 365
Specialist
Arduino & Raspberry Pi
Specialist
CERTIFICATIONS
Introductory Data Analytics (Tableau) by National FinTech Center
Technical Support Fundamentals by Google
The Bits and Bytes of Computer Networking by Google
Operating Systems and you: Becoming a Power User by Google
Introductory Data Science by IBM
Cisco Certified Network Associate
Microsoft Azure Fundamentals
About Me
An enthusiastic and dedicated Machine Learning Research assistant experienced in Technical Data Analysis and Business Data Analysis. Passionate to make ideas into successful projects. Effective communication ability to collaborate with teams and other researchers to find out the best practical solutions to ensure development. Having adequate knowledge of Information Security and Computer Network along with Electrical Engineering fundamentals.
EXPERIENCE
09/2023 - Current
Research Assistant
Data Engineering and Predictive Analytics (DEPA) Research lab | Baltimore, USA
- Developing a Machine Learning Application using Large Language Model (LLM) to communicate with any types of given data such as PDF, TXT Files or Web Pages by Natural Language
- Developing a Cyber Security Authentication system using Supervised Machine Learning.
- Developing University assistant that can be worked as an advisor for the students regarding course works and regulations.
05/2024 - 07/2024
Graduate Mentor
CEAMLS Summer AI Research Institute | Baltimore, MD
- Mentored and supported a team of diverse undergraduate scholars from different fields.
- Provided expertise in leveraging OpenCV, YOLO, and Ultralytics to detect key traffic violations, such as jaywalking and red-light running, improving the accuracy and scalability of the solution.
- Supervised the SQL database architecture to store, manage, and query video data.
- Assisted in the preparation of graduate students for professional conferences and presentations.
03/2019 - 08/2021
Supply Chain Analyst
Navana LPG LTD | Dhaka, Bangladesh
- Updating inventory stock using MS Excel & Oracle EBS
- Forecasting future inventory demand
- Developing reports and analyzing data with Oracle EBS
- Utilized data analytics to identify and resolve supply chain issues and improve overall performance.
- Reported on supply chain KPIs to verify compliance with established standards.
05/2017 - 04/2018
Technical Support Engineer
FedEx | Dhaka, Bangladesh
- Network Installation and Configuration
- Configuration & Troubleshoot L3/L2/L1 device, CCTV, PABX System,
- Network Printer etc.
- Ensured Network security
- Remote Solutions (SSH and Telnet).
Education
Expected in 12/2027
Doctor of Engineering in Electrical & Computer Engineering
Morgan State University | Baltimore, MD
06/2023
Master of Science in Information Technology
Washington University of Science & Technology | Alexandria, VA
12/2016
Bachelor of Science in Electrical & Electronic Engineering
American International University - Bangladesh | Dhaka, Bangladesh
Skills
Accomplishments
Graduate Research Poster Presenter Winner (Spring 2024) Presented a custom-built Large Language Model GPT project at the Spring 2024 Symposium, Morgan State University. Demonstrated the model's capabilities in providing personalized academic guidance by analyzing course materials and offering tailored suggestions for students.
Python
Specialist
Excel, PowerPoint, Outlook
Specialist
PyTorch, TensorFlow
Specialist
KNIME
Specialist
Supervised & Unsupervised Learning
Specialist
SQL & MySQL
Specialist
Arduino
Specialist
Windows, Linux
Specialist
Regression, Classification
Specialist
Splunk
Specialist
Deep Learning
Specialist
OpenCV, YOLO, DeepSORT
Specialist
Tableau
Specialist
R
Specialist
Microsoft 365
Specialist
Arduino & Raspberry Pi
Specialist
CERTIFICATIONS
Introductory Data Analytics (Tableau) by National FinTech Center
Technical Support Fundamentals by Google
The Bits and Bytes of Computer Networking by Google
Operating Systems and you: Becoming a Power User by Google
Introductory Data Science by IBM
Cisco Certified Network Associate
Microsoft Azure Fundamentals
About Me
An enthusiastic and dedicated Machine Learning Research assistant experienced in Technical Data Analysis and Business Data Analysis. Passionate to make ideas into successful projects. Effective communication ability to collaborate with teams and other researchers to find out the best practical solutions to ensure development. Having adequate knowledge of Information Security and Computer Network along with Electrical Engineering fundamentals.
EXPERIENCE
09/2023 - Current
Research Assistant
Data Engineering and Predictive Analytics (DEPA) Research lab | Baltimore, USA
- Developing multi-step agentic applications using Large Language Models (LLM) to build personalized academic advisors for educational institutions. Another research is ongoing on making the custom GPT responses more efficient on specific topics using RAG. Also, using Transfer Learning to adapt a pre-trained GPT model, optimizing it for academic and career consultation.
- Utilizing the Large Language Model (LLM) for detecting and analyzing malicious activity to enhance cyber security.
- Working as a TA (Teacher Assistant) with my research advisor, Dr. Kofi Nyarko, for the course Machine Learning Applications (EEGR 565).
05/2024 - 07/2024
Graduate Mentor
CEAMLS Summer AI Research Institute | Baltimore, MD
- Mentored and supported a team of diverse undergraduate scholars from different fields.
- Provided expertise in leveraging OpenCV, YOLO, and Ultralytics to detect key traffic violations, such as jaywalking and red-light running, improving the accuracy and scalability of the solution.
- Supervised the SQL database architecture to store, manage, and query video data.
- Assisted in the preparation of graduate students for professional conferences and presentations.
03/2019 - 08/2021
Supply Chain Analyst
Navana LPG LTD | Dhaka, Bangladesh
- Streamlined inventory stock management by updating records through MS Excel and Oracle EBS.
- Projected future inventory requirements.
- Employed Oracle EBS to develop reports and perform data analysis.
- Professional Summary Skills Experience Applied data analytics for identifying and resolving supply chain concerns, resulting in improved performance.
- Monitor KPIs for compliance with established guidelines and standards.
05/2017 - 04/2018
Technical Support Engineer
FedEx | Dhaka, Bangladesh
- Performed network installations to improve overall connectivity
- Configuration & Troubleshoot L3/L2/L1 device, CCTV, PABX System, Network Printer etc.
- Secured computer networks.
- Optimized remote communication through SSH and Telnet protocols.
Education
Expected in 12/2027
Doctor of Engineering in Electrical & Computer Engineering
Morgan State University | Baltimore, MD
06/2023
Master of Science in Information Technology
Washington University of Science & Technology | Alexandria, VA
12/2016
Bachelor of Science in Electrical & Electronic Engineering
American International University - Bangladesh | Dhaka, Bangladesh
Accomplishments
Graduate Research Poster Presenter Winner (Spring 2024) Presented a custom-built Large Language Model GPT project at the Spring 2024 Symposium, Morgan State University. Demonstrated the model's capabilities in providing personalized academic guidance by analyzing course materials and offering tailored suggestions for students.
Skills
Python
Specialist
PyTorch, TensorFlow
Specialist
Supervised & Unsupervised Learning, Transfer Learning
Specialist
Regression, Classification, and Deep Learning
Specialist
OpenCV, YOLO, DeepSORT
Specialist
SQL & MySQL
Specialist
Tableau
Specialist
R
Specialist
KNIME
Specialist
MATLAB
Specialist
Microsoft 365
Specialist
Windows, Linux
Specialist
Arduino & Raspberry Pi
Specialist
AWARDS
14 May 2020
Bluebase
Non enim praesent
26 June 2018
Demble
Non enim praesent