🚀Projects


🌟 Introduction


In the dynamic intersection of machine learning, web development, and networking, my journey has been marked by the creation of 11 diverse and innovative projects. From crafting intelligent algorithms that unravel complex patterns in data to constructing web applications that seamlessly engage users, each project represents a fusion of technical expertise and creative ingenuity. My foray into networking showcases a proficiency in designing robust, interconnected systems that facilitate seamless communication. This multifaceted portfolio reflects a passion for pushing boundaries, solving real-world challenges, and staying at the forefront of technological evolution. Dive into a world where machine learning, web development, and networking converge to redefine possibilities.

🚀Projects with Github Links

  • ⚛ LLM and Image model app using Google-Gemini:
Description:
This repository contains a collaborative project leveraging Google Gemini to build a powerful application that integrates Large Language Models (LLM) and Image models. The project aims to provide a seamless user experience by combining advanced natural language understanding with sophisticated image analysis.

Understanding: Utilizes cutting-edge Large Language Models for text-based interactions and queries.

Image Analysis: Leverages powerful image models powered by Google Gemini for accurate and insightful image processing.

Collaborative Approach: The project encourages collaboration, allowing developers to contribute and enhance both language and image-related functionalities.

Skills: Gemini-Pro · Gemini-Pro-vision · Machine Learning · Artificial Intelligence (AI) · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/LLM-and-Image-model-app-using-Google-Gemini.git

  • 🏎️ Self Driving Cars Using JavaScript and Neural-Networking and Machine Learning :
Description:
the future of transportation with our Self-Driving Cars project. Leveraging JavaScript, Neural Networking, and Machine Learning, our model navigates complex environments. Witness cutting-edge technology in action with real-time simulations. Contribute and be part of the evolution! 🚗🤖

Skills: Machine Learning · Artificial Intelligence (AI)

GitHub Link (click below):
https://github.com/Movazed/Self_Driving_Cars_Using_JavaScript_and_Neural-_Netorking_and_Machine_Learning.git

  • Intelligent Discord Bot using OPEN-AI Api:
Description:
Creating a smart Discord bot using OpenAI API keys involves integrating the OpenAI API into your bot to leverage advanced natural language processing capabilities. OpenAI provides powerful language models like GPT-3, which can generate human-like text and perform various language-related tasks.

Skills: NLL · Machine Learning · Artificial Intelligence (AI)

GitHub Link (click below):
https://github.com/Movazed/Intelligent-Discord-Bot-using-OPEN-AI-Api.git

  • Reinforcement Learning using Doom-3D version:
Description:
ViZDoom allows developing AI bots that play Doom using only visual information (the screen buffer). It is primarily intended for research in machine visual learning, and deep reinforcement learning, in particular. ViZDoom is based on ZDoom to provide the game mechanics.

Skills: Machine Learning · Jupyter · Artificial Intelligence (AI)

GitHub Link (click below):
https://github.com/Movazed/Reinforcement-Learning-using-Doom-3D-version.git

  • Alpha-Zero Artificial Intelligence and Machine Learning Methods for 2d games:
Description:
AlphaZero is a computer program developed by artificial intelligence research company DeepMind to master the games of chess, shogi and go. This algorithm uses an approach similar to AlphaGo Zero. AlphaZeroFromScratch Out of the box implementation based on the code

Skills: Machine Learning · PyTorch · Jupyter · Artificial Intelligence (AI) · Automation · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/Alpha-Zero-Artificial-Intelligence-and-Machine-Learning-Methods-for-2d-games.git

  • AutoGPT using Langchain Streamlit LLM :
Description:
Introduction LangChain is a framework for developing applications powered by language models. It enables applications that: Are context-aware: connect a language model to sources of context (prompt instructions, few shot examples, content to ground its response in, etc.) Reason: rely on a language model to reason (about how to answer based on provided context, what actions to take, etc.) The main value props of LangChain are: Components: abstractions for working with language models, along with a collection of implementations for each abstraction. Components are modular and easy-to-use, whether you are using the rest of the LangChain framework or not Off-the-shelf chains: a structured assembly of components for accomplishing specific higher-level tasks Off-the-shelf chains make it easy to get started. For complex applications, components make it easy to customize existing chains and build new ones.

Skills: langchain · streamlit · NLL · Artificial Intelligence (AI) · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/AutoGPT-using-Langchain-Streamlit-LLM.git

  • AI-DEPTH VISION app with MIDAS:
Description:
These convenience features will help reduce the time and effort civil and structural engineers take to design similar structures and utilize pre-designed models built with 3D modeling software (which offers API) with Midas structural analysis software. Significantly, post-processing, such as calling the result tables or taking analyzed result diagrams, will reduce repeating the work process and help make a better decision.

Skills: Midas · Machine Learning · Open cv · PyTorch · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/AI-DEPTH-VISION-app-with-MIDAS.git

  • Pose Estimation with the Fastest Python Deep Learning Model MoveNet Lightning:
Description:
Movenet lightning pose estimation model Load MoveNet using TFLite Rendering Pose Estimation results from scratch Perform real time pose estimation using OpenCV.

Skills: Movenet · OpenCV · Jupyter · TensorFlow · Artificial Intelligence (AI) · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/Pose-Estimation-with-the-Fastest-Python-Deep-Learning-Model-MoveNet-Lightning.git

  • AI-Pose Estimation with Python and MediaPipe Plus AI Gym Tracker Project:
Description:
AI powered gym tracker using AI Powered Pose estimation. You'll leverage MediaPipe and Python to detect different posts from a webcam feed. Then render the results to the screen using OpenCV. As part of it you'll also learn how to extract joint coordinates and calculate joint angles!

Skills: media pip · Jupyter · TensorFlow · Keras · Python (Programming Language)

GitHub Link (click below):
https://github.com/Movazed/AI-Pose-Estimation-with-Python-and-MediaPipe-Plus-AI-Gym-Tracker-Project.git

  • Music_Player:
Description:
A mobile phone application that allows you to listen to music files stored in the phone's internal or external memory. Related terms: AAC (Advanced Audio Coding)

Skills: UIX · Java · Core Java · Android Studio · Android Development

GitHub Link (click below):
https://github.com/Movazed/Music_Player.git

  • To-Do List App :
Description:
This application comes with help for people who has problem with remembering tasks or for people who wants to delegate their job somewhere. To have their minds free. By this app user has an access to the list of tasks that he wants to do. When he will feel the need to add a new task he could simply click the button, fill the necessary sections and add to his list a new task with priority (low, medium, high) and finish time. By clicking on single task user can edit/update its information. Moreover, if something is wrong or user decides about removal of one or few tasks it is possible to do it by one click on the trash button.

Skills: Java · Core Java · Android Studio · Android Development

GitHub Link (click below):
https://github.com/Movazed/To-Do-List-App.git