Ayush Goel's repositories
MedLlama-QA-Advanced-Medical-Question-Answering-with-Llama-2-7b-and-RAG
Utilizing Llama-2-7b and RAG, this medical QA system ensures precise, contextually accurate answers. With advanced embeddings and a robust tech stack, MedLlama-QA achieves superior accuracy, reducing hallucinations and outperforming standard language models.
Birds-Eye-View-from-Multiple-Vehicle-Camera-Images
Transforming multiple vehicle-mounted camera images into a bird’s-eye view (BEV), this project employs deep learning, including a U-Net backbone for semantic segmentation and a spatial transformer module.
coding-interview-university
A complete computer science study plan to become a software engineer.
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
ML-Papers-Explained
Explanation to key concepts in ML
Stereo-Visual-Odometry
Stereo Visual Odometry using Kitti Dataset
Unscented-Kalman-Filter-with-LiDAR-and-Radar
Fused noisy LiDAR and Radar sensor measurements to estimate the states of multiple cars on highway using Unscented Kalman Filter(UKF).
End-to-End-Microservice-Architecture-Scalable-Integrations-and-Performance-Optimizations
An advanced end-to-end microservice architecture optimized for scalable integrations, enhanced performance, and seamless marketplace and logistic partner interoperability.
object-detection-using-yolov5
This repository contains code and resources for performing object detection using the YOLOv5 model
ayushgoel24
Config files for my GitHub profile.
ayushgoel24.github.io
Personal portfolio
Event-Driven-Microservice-Design-Optimizing-Event-Routing-with-AWS-EventBridge-and-SQS
This repository showcases an event-driven microservice architecture tailored for e-commerce. Utilizing AWS EventBridge and SQS, the system efficiently handles state change events (orders, inventories, returns) from diverse downstream sources.
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
leetcode-patterns
A pattern-based approach for learning technical interview questions
MLOps-Scene-Segmentation-Pipeline
Scalable MLOps Pipeline Integration for Enhanced Scene Segmentation in Production Environments
mlops_udacity
These are my notes of the Udacity Nanodegree Machine Learning DevOps Engineer.
rclpy
rclpy (ROS Client Library for Python)
Scalable-Log-Monitoring-System-Enhanced-Insights-with-Elasticsearch-and-Kibana-Integration
Distributed log monitoring solution leveraging Elasticsearch and Kibana, designed for scalability and enhanced system insights. Streamlines logging from multiple microservices, centralizes processing via Logstash, and provides comprehensive Kibana dashboards for granular metric visualization.