Embedded Compiler Engineer
Current- Exploring various quantization techniques in ONNX Runtime, AIMET, and TensorRThttps://leipdocs.latentai.io/home/content/about/
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Purushothaman Saravanan is listed as AI Accelerator | Embedded Compiler Engineer @ Latent AI at Latent AI, Inc., a company with 21 employees, based in Princeton, New Jersey, United States. AeroLeads shows a matched LinkedIn profile for Purushothaman Saravanan.
Purushothaman Saravanan previously worked as Embedded Compiler Engineer at Latent Ai, Inc. and Graduate Research Assistant at North Carolina State University. Purushothaman Saravanan holds Master Of Science - Ms, Electrical Engineering, 4.00 from North Carolina State University.
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I’m Purushothaman, an AI enthusiast with a passion for accelerating the entire AI pipeline, from training to inference.My enthusiasm extends to on-device AI and distributed training paradigms. I firmly believe in the power of decentralization, where every device contributes to AI training, fostering a more inclusive and scalable AI ecosystem. From accelerating machine learning models for computer vision to optimizing large language models, I find joy in pushing the boundaries of AI deployment strategies.🚀 Here’s a snapshot of my technical skill set:Programming Languages: Python, C++Technologies: PyTorch, ONNX, TensorRT, TVM, CUDA, OpenMP, LLVMCloud Platforms: AWSFeel free to connect with me if you share similar interests, or if you have exciting opportunities for collaboration and exploration.
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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.
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.
Other employees you can reach at latentai.com. View company contacts for 21 employees →
Kimberly Eng
Colleague at Latent Ai, Inc.
Princeton, New Jersey, United States, United States
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Steve Dyer
Colleague at Latent Ai, Inc.
San Francisco Bay Area, United States
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Bing-Bing Chai
Colleague at Latent Ai, Inc.
Princeton Junction, New Jersey, United States, United States
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Christian Coker
Colleague at Latent Ai, Inc.
Boston, Massachusetts, United States, United States
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Caleb Tung
Colleague at Latent Ai, Inc.
Austin, Texas, United States, United States
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Amogh Joshi
Colleague at Latent Ai, Inc.
Princeton, New Jersey, United States, United States
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John Gilleland
Colleague at Latent Ai, Inc.
Arlington, Virginia, United States, United States
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Adnaan Yunus
Colleague at Latent Ai, Inc.
United States, United States
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Natalia Estefanía Jurado Espín
Colleague at Latent Ai, Inc.
Brig, Valais, Switzerland, Switzerland
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Ryan Fantus
Colleague at Latent Ai, Inc.
Laguna Niguel, California, United States, United States
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Specializing in Machine Learning and Computer Vision Courses: --- Fall 2022 --- Random Process Digital Imaging Systems Data Science.
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Purushothaman Saravanan works for Latent AI, Inc..
Purushothaman Saravanan is listed as AI Accelerator | Embedded Compiler Engineer @ Latent AI at Latent AI, Inc..
Purushothaman Saravanan is based in Princeton, New Jersey, United States while working with Latent AI, Inc..
Purushothaman Saravanan has worked for Latent Ai, Inc., North Carolina State University, Kodak Alaris, Centre For Networked Intelligence, Rbccps-Eecs, Iisc Bangalore, and Euphotic Labs.
Purushothaman Saravanan's colleagues at Latent AI, Inc. include Kimberly Eng, Steve Dyer, Bing-Bing Chai, Christian Coker, and Caleb Tung.
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Purushothaman Saravanan holds Master Of Science - Ms, Electrical Engineering, 4.00 from North Carolina State University.
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