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TamimSaykat/README.md

Tamim Profile Views

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Hi there 👋, I’m Md. Tamim Hasan Saykat

I’m Tamim, an undergraduate student in Computer Science and Engineering (CSE) at East West University, passionate about Generative AI (GenAI), Large Language Models (LLMs), and Natural Language Processing (NLP). My research field includes Deep Learning (DL), NLP, LLMs, and low-resource domains, where I’m especially interested in building scalable AI-powered applications, exploring fine-tuning and prompt engineering, and developing retrieval-augmented generation (RAG) systems that turn research ideas into reliable software.

Currently, I work remotely as a Research Assistant (RA) in the Multimedia Signal & Image Processing research group at Endicott College, Woosong University (Daejeon, South Korea), contributing to research and development efforts at the intersection of intelligent systems and real-world applications.

Alongside research, I serve as an Undergraduate Teaching Assistant (UTA), supporting Math 101 (Differential & Integral Calculus), Math 102 (Differential Equations & Special Functions), and Math 104 (Linear Algebra) by conducting tutorial sessions, grading assignments and assessments, and providing one-on-one guidance to strengthen students’ problem-solving skills and conceptual understanding.

🌐 Socials:

LinkedIn ResearchGate Email

💻 Tech Stack:

Python NumPy Pandas Matplotlib Seaborn OpenCV PyTorch TensorFlow Keras Scikit-learn HuggingFace FastAPI Flask Django Docker

🤖 Advanced AI Skills:

LLM Fine-Tuning AI Agents SFT LoRA

Contributions

github-snake

✍️ Random Dev Quote

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  1. Date-Palm-Tree-monitoring-in-Drone-Imagery Date-Palm-Tree-monitoring-in-Drone-Imagery Public

    BYOL-pretrained YOLOv12s detects date palms and classifies health (healthy/abnormal/dead) in UAV images using the Dat Palm Fx dataset. It outperforms supervised and semi/self-supervised baselines a…

    Jupyter Notebook 1

  2. CottonLeafDX-AttentionEnsemble CottonLeafDX-AttentionEnsemble Public

    Attention-enhanced CNN ensemble for accurate, robust, and interpretable cotton leaf disease classification—featuring Grad-CAM visual explanations, multi-model fusion, and a clean training/evaluatio…

    Jupyter Notebook 1

  3. Game_Project-Feeding-Frenzy-Fish-Feast Game_Project-Feeding-Frenzy-Fish-Feast Public

    Feeding Frenzy: Fish Feast

    Java 1

  4. bangla-dialect-accent-transformers bangla-dialect-accent-transformers Public

    Transformer-based Bengali dialect identification from raw spontaneous speech across 12 regions (99 subregions) of Bangladesh, using large-scale Combined Dataset speech representations and contrasti…

  5. finetune-your-LLM finetune-your-LLM Public

    This repository focuses on fine-tuning Large Language Models using custom datasets for domain-specific tasks. The goal is to help researchers and developers adapt pretrained LLMs to real-world appl…