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Akilan Elango

@akilanelango

AI Intern at Inferigence Quotient who built computer vision pipelines and benchmarked deep learning models on NVIDIA Jetson.

India
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At Inferigence Quotient Pvt. Ltd, I built computer vision data and annotation pipelines, including COCO-to-DOTA conversion and image tiling for oriented bounding box detection. I also integrated GradCAM analytics into mmYOLO workflows to support model interpretability.

I developed a benchmarking toolkit for NVIDIA Jetson that analyzed hardware telemetry and compared TensorRT model performance across FP16, FP32, and INT8 modes. I also worked on geospatial traffic simulation and trajectory generation for Electronic Warfare scenarios.

At PESU Center for IoT, I led development of the Pest Detection Rover, deploying a CNN-based pest detection system on Raspberry Pi and ESP32. I co-authored research presented at the IEEE Conference on IoT, and my journal publication is under peer review.

Experience

Work history, roles, and key accomplishments

PI

Lead Software Developer

PESU Center for IoT

Jun 2025 - Jul 2025 (1 month)

Led development of an autonomous agricultural rover for real-time pest detection. Designed and deployed CNN-based system on Raspberry Pi and ESP32 for edge inference.

Education

Degrees, certifications, and relevant coursework

PES University logoPU

PES University

B.Tech, Computer Science

2022 - 2026

Grade: 6.62

Activities and societies:

Pursuing a B.Tech in Computer Science with a focus on Computer Vision and MLOps, including building and deploying deep learning systems.

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