About Projects Work Experience Contact Resume

Hello,Portfolio

Transforming concepts into intelligent systems with AI and machine learning

Hi, I'm Shrey Thakkar

I prioritize leveraging AI and machine learning to drive innovation, enabling data-driven decision-making and predictive analytics.

I'm very flexible with time zone communications

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I constantly try to improve

My tech stack

ReactJSNodeJSTypescript

PythonTensorflowOpenCV

Tech enthusiast with a passion for development.

The Inside Scoop

Currently building a AI-Fitness tracker using Computer Vision

Do you want to start a project together?

A Small selection of recent projects

An Effective EEG Signal-Based Sleep Staging System using Machine Learning Techniques

Developed an automated sleep staging system using machine learning, achieving 93.3% accuracy in classifying sleep stages from EEG data, and published the work in IEEE Xplore.

https://ieeexplore.ieee.org/document/9997950

Computer Vision in Biomedics

Led a comprehensive project in computer vision for biomedical imaging, specializing in chest X-ray datasets (Chest X-ray 14, MIMIC, Chexpert, VinDrCXR, Node21, TBX 11, ChestXDet, Pneumothorax), implementing advanced deep learning architectures for segmentation (PEAC, UperNEt, Unet/Unet++, Swin, Dice/IoU), localization (Adam, DINO, Faster-RCNN, Swin, FROC), and classification (ARK, ConvNext, Swin, Internimage), achieving consistent accuracy over 90%, developing custom PyTorch dataloaders, and utilizing rigorous evaluation methodologies.

Scalable Video Analysis Platform Using AWS Serverless Architecture

Developed a scalable video analysis application on AWS Lambda, S3, and IAM, employing serverless computing with FFmpeg for video splitting and ResNet-34 for face recognition, and optimized performance and security using CloudWatch and custom auto-scaling techniques.

Healthcare Management System

Healthcare Management System integrates DBMS techniques for hospital and vaccine management, with IoT for enhanced supply chain optimization through device and sensor connectivity.

https://github.com/shrey0801/Hospital_Management_System

My Work Experience

My approach

Planning and Strategy

We'll collaborate to map out your website's goals, target audience, and key functionalities. We'll discuss things like site structure, navigation, and content requirements.

Development and Progress Update

Once we agree on the plan, I cue my lofi playlist and dive into coding. From initial sketches to polished code, I keep you updated every step of the way.

Development and Launch

This is where the magic happens! Based on the approved design, I will translate everything into functional code, building your website from the ground up.