MdAliAhnaf

ADMS

# ADMS ADVANCE DATABASE MANAGEMENT SYSTEM (COE4234) course from Information Systems Major Area

Bengali-Sentiment-Analysis-ML_Fine-Tune-Llama-3.1

Trained and evaluated traditional ML models, fine-tuned Dolphin 2.9.4 based on the Llama 3.1 (8B) model, and processed Bangla text to classify sentiments. (bnlp, nltk, bnlp_toolkit, banglanltk, huggingface_hub, transformers, torch) 

Data_Science_R-Lang_ML

Data Science (Data preprocessing) along with machine learning where patients with digestive and kidney diseases are predicted using(kNN, Naïve Bayes , and Random Forest) classifiers in R Programming Language

frontal_3-category_face-mask_detection

Mobile Net V2 was trained using custom and Kaggle datasets of 9.5k human face pictures with properly, poorly, and incorrectly worn masks. The model scores 95–96 percent validation after haarcascade_frontalface_alt2.xml detects the frontal face area in real time.

language_translate-detect_fastapi-docker

A translation & detection API where, using FastAPI, a web server exposes a /translate, a /predict and a /result route. On the backend, using async, a pretrained and a trained DL model, the server uses a SQLite database to store the translations. (FastApi, PyTorch, Docker, NLP, Sqlite Database)

MdAliAhnaf.github.io

🚀 A portfolio application built by using Next.js, TailwindCSS, Github api!

ML-Classification_Regression

Traditional machine learning models for classification and regression tasks.

Razer-Store-Bangladesh

The purpose of the project is to deliver authentic Razer products (which is shipped from the US) through a user-friendly, strong security, reliable purchase system which will be provided through the webpage Razer Store Bangladesh.

Skin_Type_Classification-Recommendation

Training and evaluating skin type images using (CNN) models via transfer learning, along with personalized recommendations based on classified skin type predictions generated by OpenAI's language model.

Threshold-of-Islam

Microsoft Visual Studio 2019 used on Framework version 4.7.2.0 Application Name: Threshold of Islam << Description is in the ReadME file

MdAliAhnaf/machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

MdAliAhnaf/100-plus-python-coding-problems-with-solutions

A list of python problems for beginners and intermediate developers

MdAliAhnaf/cvpr_4234

MdAliAhnaf/Deep-Learning-on-Traffic-Prediction

Repository for Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions<https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9352246>

MdAliAhnaf/Search-CSP-AI

A Graphical implementation of Search & CSP section of Russel AI book

MdAliAhnaf/tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

MdAliAhnaf/yolov7-pose-estimation

YOLOv7 Pose estimation using OpenCV, PyTorch