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Alphatron Technologies (Private) Limited
- Karachi , Pakistan
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12:51
(UTC +05:00) - https://www.linkedin.com/in/alina-baber-92198481/
- https://orcid.org/0009-0009-1449-7285
- @AlinaBaber046
- Alina.Baber
- alinababerofficial
- https://www.threads.net/@alinababer
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In this project, the user writes a review of a cosmetics product, and Sentiment Analysis detects positive or negative sentiment in the text, which is frequently used to improve the business's reput…
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Jupyter Notebook Updated
Nov 23, 2024 -
This repository showcases a hybrid control system combining Reinforcement Learning (Q-Learning) and Neural-Fuzzy Systems to dynamically tune a PID controller for an Autonomous Underwater Vehicle (A…
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This repository presents a comprehensive thesis project on Speech Emotion Recognition using a combination of feature extraction techniques and Deep Learning in MATLAB. The research focuses on analy…
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This repository contains the code for an E-Voting System through Iris Recognition, developed by Alina Baber in 2014. The system uses iris recognition technology for biometric authentication, enabli…
MATLAB UpdatedNov 14, 2024 -
This project leverages Convolutional Neural Networks (CNN) to detect Diabetic Retinopathy from retinal images. Diabetic Retinopathy is a severe eye disease that can cause vision loss or blindness i…
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Deep-Exploration-in-DNA-Sequence-Generation-Advancing-Bioinformatics-with-Generative-NN-DCGAN Public
It leverages Deep Exploration Networks (DENs) to generate DNA, RNA, and protein sequences with unparalleled diversity and biological relevance. The technology operates at the intersection of advanc…
Jupyter Notebook UpdatedNov 13, 2024 -
Implementing_a_Retrieval_Augmented_Generation_-RAG-_For_Code_Generation_System_with_OpenAI-s-API Public
This project aims to develop a sophisticated Retrieval-Augmented Generation (RAG) system specifically designed for generating code in HTML, Django, and Python.
Jupyter Notebook UpdatedNov 2, 2024 -
The project titled "Robotic Path Tracking with Q-Learning and SARSA" focuses on the application of reinforcement learning to the task of robotic path tracking.
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This Document Analysis pipeline is a comprehensive document analysis system, designed to automate the processing and analysis of documents from acquisition to consumption. It integrates advanced ma…
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This project focuses on the generation and authentication of fingerprints using Adaptive Deep Convolution Generative Adversarial Networks (ADCGAN).
Jupyter Notebook UpdatedOct 27, 2024 -
NeuralNetwork-Fuzzy-logic-based-self-tuned-PID-controller-for-Autonomous-underwater-vehicle-MatLab Public
This project implements an advanced control system using a Neural Network-Fuzzy Logic-based Self-tuned PID Controller to optimize the performance and stability of an Autonomous Underwater Vehicle (…
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This project implements a Distant Speech Recognition (DSR) system using an ensemble of machine learning and deep learning models to classify speech under varying noise conditions.
Jupyter Notebook UpdatedOct 25, 2024 -
Alzheimer-s-disease-Classification-with-Ensemble-Learning-Random-Forest-based-Bagging-Classifier Public
This project focuses on the classification of Alzheimer's disease using ensemble learning techniques, particularly a Random Forest-based Bagging Classifier.
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CSS Updated
Sep 25, 2024 -
This project is a Django-based web application that focuses on resume analysis and scoring using advanced Natural Language Processing (NLP) techniques and machine learning models, including LSTM-ba…
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Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation.This reposi…
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Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation. This repos…
Python UpdatedSep 17, 2024 -
Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation. This repos…
Jupyter Notebook UpdatedSep 17, 2024 -
The Django-based-Website-Code-generation-with-RAG-Llama3-Multi-AGI-of-Software-development leverages advanced technologies and specialized agents to streamline the entire software development lifec…
django agi website-generation software-engineering software-development code-generation html-css-javascriptPython UpdatedSep 17, 2024 -
Django-based-Website-Code-generation-with-RAG-Llama3-Multi-AGI-of-Software-development-WebApp Public
The Django-based-Website-Code-generation-with-RAG-Llama3-Multi-AGI-of-Software-development leverages advanced technologies and specialized agents to streamline the entire software development lifec…
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This project implements an Arabic Speech Recognition system using an ensemble voting classifier. The model is built with Python and utilizes the Librosa library for preprocessing and feature extrac…
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This project implements an Arabic Speech Recognition system using an ensemble voting classifier. The model is built with Python and utilizes the Librosa library for preprocessing and feature extrac…
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This project implements an Arabic Speech Recognition system using an ensemble voting classifier. The model is built with Python and utilizes the Librosa library for preprocessing and feature extrac…
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This project focuses on the recognition and analysis of various skin diseases, including cancer and Vitiligo, using advanced image processing techniques and machine learning models in Matlab.
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This project focuses on the recognition and analysis of Vitiligo images using various image processing techniques and machine learning models in Matlab.
MATLAB UpdatedAug 29, 2024 -
This repository contains the implementation of the Liver Tumor Segmentation and Detection model using the ResUNET architecture. The goal of this project is to develop a deep learning model that can…
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implementation of the paper LongNet: Scaling Transformers to 1,000,000,000 Tokens by Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, and Furu Wei.
Jupyter Notebook UpdatedAug 12, 2024 -
Research Implementation of paper "Augmenting Language Models with Long-Term Memory".
Jupyter Notebook UpdatedAug 12, 2024