Hi. I'm Parth.A Full-Stack Developer.
Parth Parekh

Tech I Work With

TensorFlow
TensorFlow
PyTorch
PyTorch
Scikit-learn
Scikit-learn
Python
Python
TypeScript
TypeScript
JavaScript
JavaScript
React
React
React Native
React Native
Django
Django
FastAPI
FastAPI
Flutter
Flutter
AWS
AWS
Google Cloud
Google Cloud
Firebase
Firebase
Docker
Docker
PostgreSQL
PostgreSQL
MongoDB
MongoDB
Raspberry Pi
Raspberry Pi
Computer Vision
Computer Vision
NLP
NLP

Work Experience

AI Engineer

Current

QED Analyticals

2024-11-01 - Present

Engineered advanced computer vision models using deep learning frameworks to extract actionable insights and drive automation. Designed and implemented a microservices-based dashboard that achieved sub-second response times, significantly enhancing system scalability. Led cross-functional initiatives to integrate AI-driven solutions into production pipelines, boosting overall operational efficiency. Pioneered research and development in real-time image processing, establishing new performance benchmarks within the organization. Developed a real-time mosquito tracking and counting program that analyzes video streams using optimized mathematical models and critical reasoning—achieving high performance without GPU acceleration.

Mosquito Tracking System

System Software Engineer

Krishworks Technology & Research Labs Pvt. Ltd.

2024-03-01 - 2024-12-31

Architected an AWS IoT solution integrating IoT Core, Lambda, RDS, and S3 for seamless device onboarding and OTA updates. Developed a computer vision system for hotspot/coldspot detection using a U-Net model with a React/Tailwind CSS frontend. Engineered a Raspberry Pi–based telematics solution integrating 4G, GPS, and OBD-II for real-time vehicle analytics. Implemented a Samsung SmartThings Edge Driver with custom webhook integration, enhancing device capabilities.

AWS IoT Telematics SolutionHotspot/Coldspot Detection System

Project Lead

County of Simcoe

2023-05-01 - 2023-08-31

Led a team of 3 in developing a dispatch simulator project utilizing Long Short-Term Memory (LSTM) models. Coordinated cross-functional efforts to meet key project milestones and deliver a high-quality solution.

Emergency Services Dispatch Optimizer

Software Engineer (Freelance)

LogicTerrain

2022-10-01 - 2022-11-30

Integrated a linter that resolved 3,000+ bugs, enhancing app stability and enabling continuous code quality checks. Fixed dependency conflicts (e.g., jitsi_meet and stripe_sdk) to ensure successful builds on Android 12. Solved a UI bug where expanded tiles lost state during video playback by storing state in local storage, improving user continuity. Introduced a custom Vimeo video player UI to enhance video playback quality. Incorporated update notifications for Play Store releases, ensuring the app remained current. Reduced app size by 20 MB through the elimination of unused dependencies.

System Software Engineer - Trainee

Krishworks Technology & Research Labs Pvt. Ltd.

2022-06-01 - 2022-12-31

Optimized LMS app performance through advanced data parallelization, slashing load times from 6 seconds to milliseconds. Developed a full-stack CRM for property management using React, Flutter, Firebase, Django, and Twilio. Created a custom BLE library for iOS, doubling command throughput in a React Native robot controller app. Spearheaded AWS Amplify integration for an educational app, achieving 5,000+ downloads on the Play Store.

Property Management CRM

My Projects

AI-Powered Content Generation Platform

Completed

Engineered an end-to-end system using LLaMA 3.1 70B-Versatile for text generation and Flex-[Shinnel] for image synthesis, establishing a robust pipeline for scalable, visually enhanced blog posts.

2024-01-01 - 2024-06-30

PyTorch
Python
FastAPI

Advanced Contact Information Detection AI

Completed

Developed and trained a 203M-parameter model on 200K synthetic data points for high-accuracy unstructured text analysis; open-sourced the model, dataset, and code on Hugging Face, and deployed a public API via FastAPI.

2024-03-01 - 2024-08-31

PyTorch
Python
FastAPI
NLP

NSFW Content Moderation AI

Completed

Created a high-performance API for real-time NSFW detection in images and videos, featuring frame-by-frame analysis with precise labeling and bounding box generation, deployed on Hugging Face for easy integration.

2024-02-01 - 2024-07-31

PyTorch
Python
FastAPI
Computer Vision

Real-Time Multimedia Chat Application

Completed

Built a real-time chat app supporting text, images, and videos using Flask and MongoDB, leveraging WebSocket-based communication for instant media sharing.

2023-09-01 - 2024-01-31

Python
JavaScript
MongoDB

Firebase Multi-Project Cloud Storage Solution

Completed

Engineered a system leveraging Firebase's free tier for unlimited cloud storage and Firestore access, combining multiple Firebase projects for seamless integration.

2023-06-01 - 2023-12-31

Python
Google Cloud
Firebase

Emergency Services Dispatch Optimizer

Completed

Developed an emergency services dispatch optimizer using LSTM and Voronoi diagrams, significantly improving simulated response times.

2023-05-01 - 2023-08-31

County of Simcoe

TensorFlow
Python
NLP

Mosquito Tracking System

Developed a real-time mosquito tracking and counting program that analyzes video streams using optimized mathematical models and critical reasoning—achieving high performance without GPU acceleration.

2024-11-01 - Present

QED Analyticals

PyTorch
Python
Computer Vision

AWS IoT Telematics Solution

Completed

Architected an AWS IoT solution integrating IoT Core, Lambda, RDS, and S3 for seamless device onboarding and OTA updates. Engineered a Raspberry Pi–based telematics solution integrating 4G, GPS, and OBD-II for real-time vehicle analytics.

2024-03-01 - 2024-12-31

Krishworks Technology & Research Labs Pvt. Ltd.

Python
AWS
PostgreSQL
Raspberry Pi

Hotspot/Coldspot Detection System

Completed

Developed a computer vision system for hotspot/coldspot detection using a U-Net model with a React/Tailwind CSS frontend.

2024-06-01 - 2024-10-31

Krishworks Technology & Research Labs Pvt. Ltd.

PyTorch
Python
React
Computer Vision

Property Management CRM

Completed

Developed a full-stack CRM for property management using React, Flutter, Firebase, Django, and Twilio.

2022-06-01 - 2022-12-31

Krishworks Technology & Research Labs Pvt. Ltd.

Python
React
Django
Flutter