Shaikh Ibna Sazzad
@shaikhibnasazzad
AI researcher at RUET Neural Networks Lab who developed an SBERT-CNN model for Bengali social media analysis, achieving 94.5% accuracy.
BangladeshWhat I'm looking for
At RUET Neural Networks Lab, I developed a hybrid SBERT-CNN model to screen social media posts for depressive behavior. It achieved 94.5% accuracy and a 0.986 AUC on more than 232,000 entries.
I also built custom NLP preprocessing and tokenization pipelines for text cleaning and semantic feature extraction. I was first author of a paper published at the 28th International Conference on Computer and Information Technology (ICCIT 2025).
For a Bengali chatbot project, I built a conversational AI pipeline using LLM architectures, with a focus on prompt evaluation and natural language understanding. My other projects include a CNN image classifier and desktop and web-based course registration systems.
As a freelance Web Developer for AloTutor Group, I designed, optimized, and deployed an official full-stack website for desktop and mobile browsers. I also authored a Bengali technical reference book on C programming for HSC students.
Experience
Work history, roles, and key accomplishments
Undergraduate Researcher
RUET Neural Networks Lab
Mar 2024 - Jul 2025 (1 year 4 months)
Architected a hybrid SBERT-CNN model for mental health screening from social media posts, achieving 94.5% accuracy and 0.986 AUC. Built custom NLP preprocessing pipelines and authored a paper published at ICCIT 2025.
Education
Degrees, certifications, and relevant coursework
Bangladesh Computer Council
EDGE Certification, Python-Django
2024 - 2025
EDGE Certification in Python-Django (80 Hours) from Bangladesh Computer Council and RUET.
Rajshahi University of Engineering & Technology (RUET)
Bachelor of Science, Computer Science and Engineering
2020 - 2025
Grade: 3.47 / 4.00
Bachelor of Science in Computer Science and Engineering from Rajshahi University of Engineering & Technology, with a focus on machine learning, deep neural networks, NLP, algorithms, and data structures.
IBM
Machine Learning Introduction for Everyone, Machine Learning
2023 - 2023
Machine Learning Introduction for Everyone certification from IBM via Coursera.
Tech stack
Software and tools used professionally
Availability
Location
BangladeshAuthorized to work in
Salary expectations
Job categories
Interested in hiring Shaikh?
You can contact Shaikh and 90k+ other talented remote workers on Himalayas.
Message ShaikhGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
