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Projects
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KhaoDao GPT is an advanced AI-powered chatbot designed for the food delivery industry. The project leverages Llama or Ollama large language models (LLMs) integrated with Elasticsearch to provide users with real-time, contextually accurate information about local restaurants, menus, and food items. KhaoDao GPT interprets user inputs through natural language processing, retrieves relevant data from Elasticsearch, and generates responses guiding users through the ordering process. The bot handles everything from suggesting restaurants based on location to crafting detailed order payloads, ultimately facilitating seamless interactions and order placements through the backend API. This innovative solution combines the power of LLMs with Retrieval-Augmented Generation (RAG) techniques to deliver an intelligent, responsive, and user-friendly experience.
KhaoDao GPT is an advanced AI-powered chatbot designed for the food delivery industry. The project leverages Llama or Ollama large language models (LLMs) integrated with Elasticsearch to provide users with real-time, contextually accurate information about local restaurants, menus, and food items. KhaoDao GPT interprets user inputs through natural language processing, retrieves relevant data from Elasticsearch, and generates responses guiding users through the ordering process. The bot handles everything from suggesting restaurants based on location to crafting detailed order payloads, ultimately facilitating seamless interactions and order placements through the backend API. This innovative solution combines the power of LLMs with Retrieval-Augmented Generation (RAG) techniques to deliver an intelligent, responsive, and user-friendly experience.
KhaoDao GPT
Our project represents a groundbreaking advancement in traffic analysis and toll collection systems, leveraging cutting-edge technologies including computer vision, deep learning algorithms, and real-time data processing. Operating in the dynamic traffic environment of Bangladesh, our system is designed to enhance traffic management, ensure road safety, and streamline toll collection processes.
Our project represents a groundbreaking advancement in traffic analysis and toll collection systems, leveraging cutting-edge technologies including computer vision, deep learning algorithms, and real-time data processing. Operating in the dynamic traffic environment of Bangladesh, our system is designed to enhance traffic management, ensure road safety, and streamline toll collection processes.
By harnessing advanced technologies, our project revolutionizes traffic management and toll collection processes in Bangladesh. It promotes road safety, reduces congestion, optimizes resource utilization, and enhances overall transportation efficiency. With real-time insights and automated functionalities, our system empowers authorities to make informed decisions and uphold traffic regulations effectively.
By harnessing advanced technologies, our project revolutionizes traffic management and toll collection processes in Bangladesh. It promotes road safety, reduces congestion, optimizes resource utilization, and enhances overall transportation efficiency. With real-time insights and automated functionalities, our system empowers authorities to make informed decisions and uphold traffic regulations effectively.
Introducing Our Innovative AI-Powered SaaS Recommendation Platform! Streamline your decision-making with ease. Effortlessly manage projects, each housing datasets with masked IDs for data privacy. Seamlessly integrate existing ML models to craft personalized recommendation functions. Comprehensive evaluation metrics guide your model selection. Versatile applications span industries from restaurants to banks.Â
Introducing Our Innovative AI-Powered SaaS Recommendation Platform! Streamline your decision-making with ease. Effortlessly manage projects, each housing datasets with masked IDs for data privacy. Seamlessly integrate existing ML models to craft personalized recommendation functions. Comprehensive evaluation metrics guide your model selection. Versatile applications span industries from restaurants to banks.Â
Our credit-based system, secured by Stripe, empowers you. Credits fuel model training and storage, ensuring data accessibility. Cost-effective storage is available as long as your artifacts exist. Seamlessly integrate our versatile API into your applications for enhanced user experiences.Â
Our credit-based system, secured by Stripe, empowers you. Credits fuel model training and storage, ensuring data accessibility. Cost-effective storage is available as long as your artifacts exist. Seamlessly integrate our versatile API into your applications for enhanced user experiences.Â
Discover the future of personalized recommendations with our AI-powered SaaS platform. Elevate your business today!Â
Discover the future of personalized recommendations with our AI-powered SaaS platform. Elevate your business today!Â
Leveraging prompt engineering and GPT models to enhance customer feedback analysis for actionable insights.
Leveraging prompt engineering and GPT models to enhance customer feedback analysis for actionable insights.
LLM-based app for seamless orders and user support, showcasing AI expertise
LLM-based app for seamless orders and user support, showcasing AI expertise
Datawarehousing clickstream data with datalake
Datawarehousing clickstream data with datalake
Handwritten Bengali grapheme classification to three constituents
Handwritten Bengali grapheme classification to three constituents
Using external datasets and training models using the different tools available in the AzureML framework.
Using external datasets and training models using the different tools available in the AzureML framework.
Using Azure to configure a cloud-based machine learning production model, deploy it, and consume it
Using Azure to configure a cloud-based machine learning production model, deploy it, and consume it
Built and optimized an Azure ML pipeline using the Python SDK and a provided Scikit-learn model
Built and optimized an Azure ML pipeline using the Python SDK and a provided Scikit-learn model
Deep Learning Nano Degree projects covered all base DL concepts
Deep Learning Nano Degree projects covered all base DL concepts
Using the Gaze Estimation model to estimate the gaze of the user's eyes and change the mouse pointer position accordingly
Using the Gaze Estimation model to estimate the gaze of the user's eyes and change the mouse pointer position accordingly
Proposed a possible hardware solution Build out for application and tested its performance on the DevCloud using multiple hardware types Compare the performance to see which hardware performed best
Proposed a possible hardware solution Build out for application and tested its performance on the DevCloud using multiple hardware types Compare the performance to see which hardware performed best
Using the model to perform inference on an input video, and extracted useful data concerning the count of people in frame and how long they stay in frame
Using the model to perform inference on an input video, and extracted useful data concerning the count of people in frame and how long they stay in frame
Multiple machine learning projects deployed using aws sage maker
Multiple machine learning projects deployed using aws sage maker
Worked on recommendation systems, CNN networks and other AI projects
Worked on recommendation systems, CNN networks and other AI projects
A movie recommendation system using Collaborative Filtering
A movie recommendation system using Collaborative Filtering
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
Categorizing places based on people's affective response.Â
Categorizing places based on people's affective response.Â
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