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January 2025
CI/CD Pipeline for Static Blog
AWS S3, CloudFront, Route 53
cloudleaf.co.uk
Built a CI/CD pipeline for blog hosting, using GitHub Actions integrated with an Amazon Route 53 domain. Incorporated an S3 bucket, IAM, and CloudFront and certified the domain with Amazon ACM for seamless blog updates.
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December 2024
Object Detection and Labelling
Python, OpenCV, TensorFlow
AI/ML Project
Implemented object detection and labeling using AI/ML. Built an AI-powered model capable of detecting and labeling objects efficiently, demonstrating practical applications of machine learning in computer vision.
December 2024
Object Detection and Labelling
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October-November 2024
ESP32 DHT Sensor with AWS IoT Core
ESP32, AWS IoT Core, MQTT
IoT Project
Demonstrates the use of an ESP32 microcontroller with DHT sensors to monitor temperature and humidity in a smart home environment. Successfully integrated the device with AWS IoT Core for cloud communication and real-time sensor data monitoring.
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October 2024
Customer Service Chatbot
Amazon Lex, AWS Lambda
500+ queries daily, 85% accuracy
Developed conversational chatbot using Amazon Lex handling 500+ customer queries daily. Implemented natural language processing with 85% accuracy in intent recognition. Enhanced customer service efficiency through automated responses.
October 2024
Customer Service Chatbot
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Mid-2024
Automated Cloud Deployment Pipeline
GitHub Actions, AWS EC2, CI/CD
99% success rate, 60% faster deployments
Implemented CI/CD pipeline using GitHub Actions and AWS EC2, achieving 99% deployment success rate. Demonstrated practical understanding of DevOps principles and cloud hosting with a reduced deployment time by 60% through automation and parallel processing.