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. 👉 Read Paper
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. 👉 Read Paper
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. 👉 Read Paper
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. 👉 Read Paper
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.
Extracurricular Activities
NIIST Computer & Robotics Club
🔹 Founder and Convenor (June 2023 – December 2024)
Established and managed the club, fostering a culture of learning and innovation in computing.
Skill
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