Purushothaman Saravanan Email & Phone Number

New York, Ny, Us

Princeton, New Jersey, United States

- Exploring various quantization techniques in ONNX Runtime, AIMET, and TensorRThttps://leipdocs.latentai.io/home/content/about/

- Exploring blocks in N-dimensional sparse tensors for accelerating SpMM and SDDMM- Utilized OpenMP to parallelize the algorithm and improve its performance- Created a diverse set of test cases with sparse tensors of varying dimensions and sparsity levels to perform rigorous testing to validate the algorithm's effectivenessAdvisor: Prof. Jiajia Li

Morrisville, North Carolina, United States

- Project manager for automating call center activities like an automated email response system and an AI-assisted chatbot- Developed a comprehensive testing framework by curating test emails to evaluate and refine the performance of the model

Bengaluru, Karnataka, India

- Developed algorithms to mitigate the interference caused by co-channel access points in high-density Wi-Fi networks- Analyzed a professionally installed Wi-Fi network using graph theory and found non-overlapping subnetworks for slicing- Developed Python scripts to query CloudVision WiFi controller to get important information about the network- Proposed a novel algorithm that improved the overall performance of the network by 50\% (in terms of throughput)

Bengaluru, Karnataka, India

Hands-on Networking lab organiser- Developed the website for the hands-on networking lab which was offered at the summer school conducted by the centre.- Through this website, users could register and access the lab resources that were assigned to them. Each user gets access to a separate docker container that comes with all the necessary software installed.

Bengaluru, Karnataka, India

- Architected and developed a serverless cloud-based solution for a cooking robot in under six months which included modeling a DynamoDB database, creating API endpoints, and enabling over-the-air updates for an IoT device- Collaborated with the Application development team to integrate the app into AWS Amplify

Bengaluru, Karnataka, India

- Developed firmware on Raspberry Pi to communicate with Arduino using I2C. Registered Raspberry Pi on AWS IoT Core.- Used MQTT Protocol to Publish/Subscribe messages from AWS IoT Core to Raspberry Pi.Created a MariaDB database to store relevant information about the System.

Master Of Science - Ms, Electrical Engineering, 4.00

Specializing in Machine Learning and Computer Vision Courses: --- Fall 2022 --- Random Process Digital Imaging Systems Data Science.

B.Tech, Electrical, Electronics And Communications Engineering, 8.94/10 Gpa

11Th, 12Th, Pcme, 90.5%