An emerging AI practitioner specializing in large language models. Passionate about applying AI to solve real-world problems, with experience in efficient fine-tuning of LLMs for different applications and various machine learning projects.
Although my contributions were made before some of these projects were uploaded to GitHub, they are acknowledged in the README files of the repositories.
- AI Accessibility Tool for Visually Impaired Users – AI-powered accessibility tool for visually impaired users, using a Transformer-based image captioning model and IBM Watson TTS.
- Real-time Multimodal Emotion Recognition – Fusion of facial and vocal emotion analysis for human-computer interaction, using OpenCV, PyTorch, and Librosa.
- TableLLM – A project that explores the capabilities of small LLMs(Llama-3.1-8B and Qwen-2.5-7B) to answer questions from tabular data through prompt engineering and fine-tuning with Unsloth.
- DNA Sequence Classification With Data Encoding – This project looks into the effectiveness of different encoding techniques for DNA sequence classification using Pandas, NumPy, SciPy, Scikit-Learn, and Matplotlib.
- Estimating Taxonomic Properties of Fungal Samples Based on Location Information – This is a short research, conducted using Pandas, NumPy, Scikit-Learn, and Matplotlib, on Fungal classification based on features from occurrence location.
- Payment Destination Locator – GUI-based utility bill payment location finder using Selenium and GeoPy.
- Seat Arrangement App – A basic JavaFX application that provides seat arrangement in an ordered or random manner depending on the input.
Languages & Frameworks:
🔹 Python (Django, Scikit-learn, Pandas) | Java (Spring Boot, JavaFX) | MATLAB | MySQL
AI & Machine Learning:
🧠 TensorFlow | PyTorch | OpenCV | Scikit-learn | Librosa | Unsloth | Transformers
Tools & Others:
🖥️ Scrapy | Selenium | GeoPy | FastAPI | Ngrok | HuggingFace
🔬 Research Assistant @ VacLab, MUN (Oct 2024 - Dec 2024)
- Researched and trained Vision Language Models for medical report generation and question-answering.
- Explored ethical considerations in handling confidential medical data.
📌 LinkedIn: linkedin.com/in/chowdhury-nafis-saleh
📧 Email: [email protected]
💡 Feel free to check out my repositories and connect with me!