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MALLEMOINA GURUDARPAN

@mallemoinagurudarpan

Message

Computer vision engineer specializing in real-time, production-ready ML pipelines and multimodal systems.

India

Message

What I'm looking for

I seek roles where I can build and deploy real-time computer vision and multimodal ML systems in production, working with cross-functional teams and GPU-optimized pipelines.

I am a computer vision engineer with hands-on experience designing, optimizing, and deploying real-time object detection, recognition, and tracking systems using YOLOv8/YOLOv11, OpenCV, NVIDIA DeepStream, and TAO Toolkit. I build production-ready pipelines in C/C++ and Python, optimize GPU utilization, and deliver end-to-end solutions from data annotation to deployment.

I have developed multimodal vision-language pipelines, synthetic image generators using StyleGAN2, and regression forecasting models, demonstrating strong applied skills in model optimization, inference serving (ONNX, DeepStream), and retrieval-augmented systems with FAISS. I prioritize robust engineering, reproducible workflows, and efficient resource use to move research into production.

Experience

Work history, roles, and key accomplishments

Current

Computer Vision Engineer

Current

Master Work Software Pvt Ltd

Aug 2024 - Present (1 year 5 months)

Designed and deployed object detection, recognition, and tracking models using YOLOv8 and OpenCV; implemented real-time NVIDIA DeepStream containers in C/C++ and optimized GPU utilization to deliver low-latency inference pipelines.

YOLOv8 OpenCV Nvidia DeepStream C C++TAO Toolkit ONNX Runtime Docker

AI/ML Developer Intern

Farmoid Robotech Pvt. Ltd

Jun 2023 - Jul 2023 (1 month)

Developed and optimized crop price forecasting models using regression and ensemble algorithms, performing data preprocessing, feature selection, and model evaluation to improve prediction accuracy.