Pinned Repositories
AI-Powered-Question-Answering-with-LangChain-and-Google-Gemini
A Retrieval-Augmented Generation (RAG) pipeline using LangChain and Google Gemini. Documents are embedded with Hugging Face and stored in FAISS for fast retrieval. LangChain builds the RAG chain, enabling users to query and get comprehensive answers with efficient parsing and clear formatting.
Cloud-Native-API-Deployment-with-CI-CD-on-GCP
Webapp Backend with Python 3.8 & MySQL: Handles user creation, verification email, and user details. Utilizes GCP Pub/Sub for email triggers. Terraform automates resource setup. GitHub workflows for CI/CD - functional tests, code formatting. Packer creates golden image for deployment.
Data-Engineering-using-Python
data-structures
LinkedIn Learning
Enhancing-LLM-Responses-with-Elasticsearch-and-FAISS
Demonstrates a Retrieval-Augmented Generation (RAG) system for Q&A, using hybrid search with Elasticsearch (BM25) and FAISS (Sentence Transformers). News articles are retrieved to enhance prompts for Google Gemini LLM, providing accurate, contextual responses. This method leverages both lexical and semantic relevance for effective answers.
Friends-Application
This is a website developed on ASP.NET using C# and Microsoft SQL Server.
Healthcare-Plan-Management-API
Low-light-Image-Enhancement-using-GAN
In this project, image taken in low lighting conditions, night time, or without much ambient light are converted into and enhanced image as if the image was taken with good lighting condition. Generative Adversarial Networks (GANs) is used to generate the enhanced image from scratch.
ProjectRepo
ProjectRepo is a Web Application that allows users to test and access the various projects that we've made over time. A Web application that consists of a collection of tools that helps users perform various tasks such as colorizing images, enhancing images taken in dimly lit environments, generate random poems, and much more. The front end of the Web Application is built using React.Js and the back end with Django.
Shopping-Website
This website is developed using ASP.NET.
DarylFernandes99's Repositories
DarylFernandes99/Low-light-Image-Enhancement-using-GAN
In this project, image taken in low lighting conditions, night time, or without much ambient light are converted into and enhanced image as if the image was taken with good lighting condition. Generative Adversarial Networks (GANs) is used to generate the enhanced image from scratch.
DarylFernandes99/Shopping-Website
This website is developed using ASP.NET.
DarylFernandes99/Cloud-Native-API-Deployment-with-CI-CD-on-GCP
Webapp Backend with Python 3.8 & MySQL: Handles user creation, verification email, and user details. Utilizes GCP Pub/Sub for email triggers. Terraform automates resource setup. GitHub workflows for CI/CD - functional tests, code formatting. Packer creates golden image for deployment.
DarylFernandes99/ProjectRepo
ProjectRepo is a Web Application that allows users to test and access the various projects that we've made over time. A Web application that consists of a collection of tools that helps users perform various tasks such as colorizing images, enhancing images taken in dimly lit environments, generate random poems, and much more. The front end of the Web Application is built using React.Js and the back end with Django.
DarylFernandes99/AI-Powered-Question-Answering-with-LangChain-and-Google-Gemini
A Retrieval-Augmented Generation (RAG) pipeline using LangChain and Google Gemini. Documents are embedded with Hugging Face and stored in FAISS for fast retrieval. LangChain builds the RAG chain, enabling users to query and get comprehensive answers with efficient parsing and clear formatting.
DarylFernandes99/Data-Engineering-using-Python
DarylFernandes99/data-structures
LinkedIn Learning
DarylFernandes99/Enhancing-LLM-Responses-with-Elasticsearch-and-FAISS
Demonstrates a Retrieval-Augmented Generation (RAG) system for Q&A, using hybrid search with Elasticsearch (BM25) and FAISS (Sentence Transformers). News articles are retrieved to enhance prompts for Google Gemini LLM, providing accurate, contextual responses. This method leverages both lexical and semantic relevance for effective answers.
DarylFernandes99/Friends-Application
This is a website developed on ASP.NET using C# and Microsoft SQL Server.
DarylFernandes99/Healthcare-Plan-Management-API
DarylFernandes99/India_population_dash
This website is built using Dash and Plotly. It plots the population data of India by districts and states.
DarylFernandes99/india_population_react_django
This website is built using React, Django. It consists of a login, register screen that allows a user to create a profile, once profile is created the user can login and view the population data on an India map. KeplerGL is integrated to display the data on a map.
DarylFernandes99/Introduction-to-Data-Engineering
DarylFernandes99/java-algorithms
LinkedIn Learning - https://www.linkedin.com/learning/java-algorithms?u=74653650
DarylFernandes99/Image-Captioning-using-TensorFlow
This repository builds an image caption generator using deep learning. It extracts image features with InceptionV3/DenseNet201 and generates captions with LSTM/GRU networks. Trained on the Flickr8k dataset, it automatically creates descriptive captions for images, enabling applications like image understanding and accessibility.
DarylFernandes99/java-practice
DarylFernandes99/Learn-Datascience-For-Free
DarylFernandes99/Optical-Character-Recognition
In this project, text is extracted from an image and is converted into text format. This project only works where text is in Capital Letters.
DarylFernandes99/Phrase-based-Poem-Generation
This project generates a poem based on the phrase given by the user, the user also mentions the number of stanzas to be generated for the same.
DarylFernandes99/Portfolio-Website
DarylFernandes99/ProjectRepo_Django-Backend
This repository consists of Backend for the ProjectRepo(Link) website. The backend is developed on Django and Rest API. It consists of three Projects: Colorize Image, Low-Light Image Enhancement using GAN, Phrase based Poem Generation
DarylFernandes99/py
Repository to store sample python programs for python learning
DarylFernandes99/RandomCoders
DarylFernandes99/react-advanced-2020
DarylFernandes99/Test
This is for testing!!!!