Abhishek Uddaraju .

Junior ML Engineer - Omdena

Aug 2021 – Oct 2021

• Analyzed sensor data and created an interactive dashboard for AI and IoT-based health monitoring systems.

• Applied sequential models to IoT data and predicted human behavior with an average precision of 0.89.

• Created data pipeline for a REST API capable of normalizing the disaggregated sensor data in real-time

ML Engineer - Omdena

Mar 2022 - Jun 2022

• Engineered an end-to-end deep learning pipeline for Mosquito body part segmentation & achieved an Intersection over Union (IOU) of 0.93.

• Led the modeling team & increased mosquito species classification accuracy by 8.3% using graph-cut methods.

• Automated the labeling process and tested multiple computer vision models in TensorFlow and PyTorch.

Research Intern - IIT Indore

Jan 2022 – Apr 2022

• Processed infra-thermal video sequence data for training deep learning-based perception algorithms.

• Integrated Deep SORT and Kalman filters with acoustic sensors, achieving 93.4% UAV tracking accuracy.

• Fused data from diverse sensors with NVIDIA Jetson Nano and optimized the data processing pipeline.

Experience .

Computer Vision Analyst Co-op - NDD Lab NEU

Jul 2024 - Present

• Designed computer vision models to analyze body/facial movements for emotion detection in ASD.

• Developed algorithms tracking 17 facial/body landmarks, identifying emotions like happiness and frustration.

• Created ROSCO dataset with labeled expressions, advancing non-verbal communication analysis in NDDs.