
Sooraj Abraham
Skills
Timeline
Professional experience for Sooraj Abraham
— Optimized LiDAR 3D point cloud object detection network (PointPillar) for embedded devices. — Analyzed model performance with pruning at different sparsities and quantization. — Improved network runtime by 3.72 times, reducing processing time from 1600 milliseconds to less than 430 milliseconds, with a minimal accuracy drop of 4%.
- 6 months, Dec 2021 - May 2022
INTERNSHIP‑ COMPUTER VISION- Driver Monitor System
4PILOTS UG
— Prototyped In-Cabin Monitoring System for driver drowsiness and emotions. — Deployed Jetson Nano and optimized software performance for real-time monitoring. — Implemented drowsiness detection and fine-tuned emotion recognition models using TensorFlow and CNN, achieving a 92% accuracy rate in driver emotion classification.
- 1 year and 3 months, Aug 2019 - Oct 2020
Programmer Analyst
Cognizant Technology Solutions India Pvt Ltd
Educational background for Sooraj Abraham
- Current 5 years and 4 months, since Oct 2020
M.Sc Scientific Instrumentation
Ernst-Abbe-Hochschule Jena
- Current 5 years and 4 months, since Oct 2020
M.Sc Scientific Instrumentation
Ernst-Abbe-Hochschule Jena
- 4 years, Aug 2015 - Jul 2019
Electronics and Communication Engineering
APJ Abdul Kalam Technilogical University, Kerala
Languages
English
Fluent
German
Intermediate
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