Self-improvement
Rezoan Sultan
Researcher
Baltimore,MD
Summary
Experienced Machine Learning & Computer Vision Research Assistant with a proven track record in developing Generative AI applications and technical data analysis. Skilled in leveraging Python, Tableau, and deep learning techniques to drive project success. Adept at collaborative problem-solving and applying information security principles to ensure robust project development.
Overview
7
7
years of professional experience
7
7
Certifications
Work History
Research Assistant
Data Engineering and Predictive Analytics (DEPA) Research lab
Baltimore, USA
09.2023 - Current
- Developing applications using Generative AI and Large Language Models (LLM) for personalized academic and Career Consultation in Higher Education. Another research is ongoing on making the custom GPT responses more efficient on specific topics.
- Specializing in Generative AI and its applications, I am also deepening my knowledge of machine learning and deep learning. For example, I am using transfer learning to adapt a pre-trained GPT model, optimizing it for academic and career consultation.
- Working as a TA (teacher's assistant) with my research advisor, Dr. Kofi Nyarko, for the course Machine Learning Applications (EEGR 565).
Teacher's Assistant
Morgan State University
Baltimore, MD
08.2024 - Current
- Assisting the professor with instruction and providing clerical support for diverse needs.
- Managing students' records of attendance, grades, and behavioral reports efficiently.
- Evaluated student performance through grading exams, assignments, and quizzes.
Graduate Mentor
CEAMLS Summer AI Research Institute
Baltimore, Maryland
05.2024 - 07.2024
- Mentored and supported a team of diverse undergraduate scholars from different fields.
- Provided expertise in leveraging 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.
Supply Chain Analyst
Navana LPG LTD
Dhaka, Bangladesh
03.2019 - 08.2021
- 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.
- Applied data analytics for identifying and resolving supply chain concerns, resulting in improved performance.
- Monitor KPIs for compliance with established guidelines and standards.
Technical Support Engineer
FedEx
Dhaka, Bangladesh
05.2017 - 04.2018
- 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
Doctor of Engineering in Electrical & Computer Engineering -
Morgan State University
Baltimore, MD12-2027
Master of Science in Information Technology -
Washington University of Science & Technology
Alexandria, VA06.2023
Bachelor of Science in Electrical & Electronic Engineering -
American International University - Bangladesh
Dhaka, Bangladesh12.2016
Skills
- Python (NumPy, Panda, Scikit Learn)
- PyTorch, TensorFlow
- Computer Vision (OpenCV, YOLOv8)
- Tableau
- Supervised & Unsupervised Learning, Transfer Learning
- Regression, Classification, and Deep Learning
- MATLAB
- SQL & MySQL
- Microsoft 365
- Windows, Linux
- Arduino & Raspberry Pi
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.
Certification
- Introductory Data Analytics (Tableau) by National FinTech Center
- Intermediate Data Visualization Using Tableau: Bootcamp by Morgan State University
- Building Generative AI-Powered Applications with Python by IBM
- 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
- Microsoft Azure Fundamentals
Projects
- Developed an AI-powered university advisory system utilizing OpenAI API for personalized academic and career guidance.
- Implemented an AI-driven document extraction and semantic analysis pipeline leveraging natural language processing and machine learning algorithms for automated PDF data processing.
- Implemented a Queryable Computer Vision pipeline for traffic video analysis using SQL Database.
- Conducted a graduate-level case study on cloud security architecture with a focus on Microsoft Azure Information Protection and compliance strategies.
- Designed and implemented a solar-powered automated irrigation system using Arduino and IoT sensors for precision agriculture.
Work Preference
Work Type
InternshipWork Location
RemoteOn-SiteHybridImportant To Me
Career advancementWork-life balancePersonal development programsInterests
Solving Problems
Creative thinking
Healthy Lifestyle
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Teacher's Assistant
Morgan State University
08.2024 - Current
Graduate Mentor
CEAMLS Summer AI Research Institute
05.2024 - 07.2024
Research Assistant
Data Engineering and Predictive Analytics (DEPA) Research lab
09.2023 - Current
Supply Chain Analyst
Navana LPG LTD
03.2019 - 08.2021
Technical Support Engineer
FedEx
05.2017 - 04.2018
- Introductory Data Analytics (Tableau) by National FinTech Center
- Intermediate Data Visualization Using Tableau: Bootcamp by Morgan State University
- Building Generative AI-Powered Applications with Python by IBM
- 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
Doctor of Engineering in Electrical & Computer Engineering -
Morgan State University
Master of Science in Information Technology -
Washington University of Science & Technology
Bachelor of Science in Electrical & Electronic Engineering -
American International University - Bangladesh
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