
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.
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.
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.
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.
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.
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
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
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
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
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
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
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
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.
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.
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.