Abdullah Al Shafi
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CP Bootcamp : Starter to Mid-Level Batch 4 এ ১৮০০ টাকায় ভর্তি চলছে
Work Experience
Software Engineer @ Samsung R&d Institute
Software Lab Instructor @ Independent University Bangladesh (IUB)
Graduate Research Assistant (AI /ML) at RioT Research Center, Independent University Bangladesh (IUB)
PROJECTS
Multi-Agent Deep Research System Using Open Source LLMs & Firecrawl - GitHub
Diabetic Retinopathy Detection Using Knowledge Distillation & Explainable AI - GitHub
DeepHateDetect: Explainable Bengali Abusive comments classification Using Transformers and LLM - GitHub
Multi AI Agent for financial and web search - GitHub
Aquatic Plant Classification and Segmentation Using UAV Imagery - GitHub
Meta-heuristics Feature Selection for Endoscopic Image Classification - GitHub
Blood Vessel Segmentation Using Unet Architecture - GitHub
MonkeyPox Classification Using Machine Learning and Explainable AI - GitHub
Research/Publications
Enhancing Diabetic Retinopathy Detection Through Transformer Based Knowledge Distillation and Explainable AI at IJCNN IEE WCCI 2024 - Link
Semantic Segmentation in Natural Environments: An Analysis of Deep Learning Techniques at IEEE IPCCC 2025 - Link
Deep Learning for Imbalanced Gastrointestinal Image Classification: A Comparative Study of Architectural Choices at ICCA 2024.
Custom Lightweight CNN and Data-Efficient Model for Efficient and Fast Convergence in Lung Cancer Classification at ICCIT 2024.
DeepHateDetect: A Comparative Study of Traditional, Sequential, Transformer, and Large Language Models for Hate Speech Detection in Bengali using Explainable AI [NCIM].
A Context-Aware Graph Neural Network for Banglish Spell Correction and Normalization at ICCIT 2025 [Accepted].
Skills
Programming Languages : Python, C++, C, Java, PHP
Framework and Tools : PyTorch, Keras, Scikit-learn, Huggingface, DVC, FEAST, MLflow, Dagshub, AWS, Terraform, Selenium, ONNX, Cuda, QLoRA, LLM, RAG, LangChain, AgenticAI, Groq, PhiData, OpenCV, Pandas, NumPy, Seaborn, Plotly, XAI, FastAPI, Laravel, Ajax, Postman, Vue.js, HTML, CSS, Bootstrap, Docker, Jenkins, QuickBuild, Git, MySQL, Redis, Grafana, Tableau, Excel, MS Project, Samsung PLM
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