Info
- Phone : +8801796007871
- Email : marjuk.rytner@gmail.com
- Address : Savar, Dhaka, Bangladesh
Biography
As a Research and Development (R&D) Engineer at Rytner, I am dedicated to exploring and developing cutting-edge technologies in Artificial Intelligence, Image Processing, IoT, and Robotics. Previously, I held a position in Software Development at Rytner, where I gained valuable experience in building robust applications and systems. My expertise now focuses on research-driven solutions that enhance automation, efficiency, and real-world problem-solving. I strive to contribute to the future of smart technology through research, development, and innovation.
Experience
Rytner
🔹 Research and Development (R&D) Engineer (January 2025 – Present)
Driving innovation in AI, IoT, Image Processing, and Robotics through research and development. Focused on building intelligent, scalable, and efficient solutions.
🔹 Software Developer (July 2023 – December 2024)
Developed and optimized software solutions, contributing to the foundation of Rytner’s technology stack.
N. Islam Institute of Science & Technology (NIIST)
🔹 Head of Department (Computer Science & Technology) (January 2024 – December 2024)
Led the department, shaping academic and research initiatives in Computer Science & Technology.
🔹 Instructor (Computer Science & Technology) (March 2023 – December 2023)
Taught and mentored students, focusing on AI, programming, and emerging technologies.
GDCL Technology LLC, USA
🔹 Web Developer and Content Writer (November 2022)
Developed web solutions and created technical content for digital platforms.
SEBPO
🔹 Executive (October 2022)
Worked on operational and technical projects, gaining experience in process execution.
Skill
🔹 Artificial Intelligence (AI) – Machine Learning, Deep Learning, and AI model development
🔹 Image Processing – Computer Vision, Object Detection, and Image Enhancement
🔹 IoT (Internet of Things) – Embedded Systems, Sensor Integration, and Smart Automation
🔹 Robotics – Motion Control, Autonomous Systems, and AI-powered Robotics
🔹 Software Development – Python, Flask, and Scalable System Architecture
🔹 Research & Development – Prototyping, Experimentation, and Innovation in Emerging Technologies
Publications
The Multi-Class Paradigm: How Transformers Are Reshaping Language Analysis in NLP
- Focus: Exploring the impact of transformer models on multi-class language analysis in NLP, highlighting advancements in tasks such as sentiment analysis, text classification, and language understanding.
Deep Learning Precision Farming: Identification of Bangladeshi-Grown Fruits Using Transfer Learning-Based Detection
- Focus: Leveraging transfer learning in deep learning models for identifying and categorizing Bangladeshi-grown fruits, enhancing precision farming and agricultural productivity.
Detection of Bangladeshi-Produced Plant Disease Using a Transfer Learning-Based Deep Neural Model
- Focus: Identifying and classifying plant diseases in Bangladeshi crops using deep learning and transfer learning techniques to support agricultural health and productivity.
Bangladeshi Currency Identification and Fraudulence Detection Using Deep Learning and Feature Extraction
- Focus: Developing a deep learning model for Bangladeshi currency identification and fraud detection, improving financial security and preventing counterfeit currency circulation.
Honors & Awards
International Congress for Research Excellence
- Honored for outstanding contributions to research and innovation, recognized at an international academic congress.
Award for Writing a Poetry Book
- Received an award for exceptional literary contribution through the publication of a poetry book.
Honors for GPA-5 in SSC
- This day was incredibly important to me, as I never expected to receive anything from the mayor.
Awards of getting GPA-5 in SSC
- Awarded for achieving the highest grade point average (GPA-5) in the Secondary School Certificate (SSC) examinations.
Extracurricular Activities
NIIST Computer Club
🔹 Founder and Convenor (June 2023 – December 2024)
Established and managed the club, fostering a culture of learning and innovation in computing.
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