Syam (pronounced: Shyam) is a graduate student at Samueli School of Engineering, UCLA - Interested in Deep Neural Networks, Large Scale Distributed and On-device Machine Learning. |
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Effect of Neural Network Purning on Spurious Correlation
Finding layers that can be pruned from a neural network (which is trained on spurious dataset) without affecting the downstream accuracy. Final project for CS 260D at UCLA Tags: Large Scale Machine Learning, Neural Network Pruning, Spurious Dataset [Report] |
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Evaluating Salesforce CodeGen 2
Evaluating Accuracy and Robustness and Mitigating Hallucinations in Salesforce CodeGenie AI Code Generation Tool. Final project for my Masters at UCLA Tags: Code Generation AI, Deeplearning, Data Processing, Model Evaluation [Report] |
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On-Device Machine Translation with Elaboration and QnA
Final project for CS 263 at UCLA Tags: On-Device ML, Machine Translation, Android, GPT-3, Transformers [Report] |
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Processing EEG Data - CNN, LSTM and VAE
The study evaluates and compares the performance of all 3 methods in classifying and generating motor imagery. Final project for ECE C247 at UCLA Tags: Neural Networks, Deeplearning, Data Processing [Report] |
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Project Pluto : Google Lens Clone based on Image Labeling
Provides Product recommendations based on things you see. Was developed during my tenure at Furlenco. Tags: Tensorflow Lite, Computer Vision, Image Labeling Techniques [demo] [feedback] |
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Social Media Platform on a Serverless Infrastrcuture
A Clone of Twitter using Serverless Architecture. Endorsed by Austen Collins, Founder and CEO of Serverless Framework. Tags: Serverless, YAML, Infrastrcuture [github] [architecture] |
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Augmented Reality Product Pitcher : Transmuting objects in realtime AR
Effectively pitching a complex product to the customers — the bounce story. Was developed during my tenure at Furlenco. Tags: AR, Animators, Interpolators, Android [medium] |
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Language Server for Processing Programming Language
Provides rich IDE features such as Autocompletion, Code Diagnostics, Goto Definition and so on, which can be extended to any general-purpose editors like Atom, VSCode, etc. Tags: Lanuage Server, Code Editors, Processing [project report] [github] |
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Augemnted Reality Renderer for Processing Programming Language
AR Renderer that abstracts away all the complex parts of building an AR app LOR reduction from >500 for a typical AR app to 50. 10x improvement. Tags: AR, Renderer, Android [project report] [github] [docs] |
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All things Fantasy Sports! Worked on a couple of features - Stats breakdown for NFL and Max Games Played feature for NBA, MLB and NHL. Organization: Yahoo! Mentor: Michael Carrano (Senior Software Engineer) |
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Worked on the mobile platform team - responsible for planning and building features on the core app client. Organization: Furlenco Mentors: Aahir Giri (Senior PM), Sheshank Sridharan (Director of Products) [elaborate] |
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Worked on rebuilding content for Kubectl and Kustomize - kubectl.docs.kubernetes.io Organization: Cloud Native Computing Foundation Mentors: Phillip Wittrock (Engineer at Apple), Maciej Szulik (Engineer at Redhat). |
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Developed a Language Server for Processing programming language using LSP (Language Server Protocol). Organization: Processing Foundation Mentor: Manindra Moharana (Engineer at Snapchat) |
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Developed an Augmented Reality renderer that uses OpenGLES to render virtual objects over real-time camera Image. Organization: Processing Foundation Mentor: Dr. Andrés Colubri (Research Associate at Harvard) |
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University of California, Los Angeles (UCLA)
Jan. 2023 - Mar. 2023 Teaching assistant for CS 31 - Intro to CS with programming in C++. One of the most enrolled classes at UCLA with students from different majors. Professor: Bruce Huang |
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University of California, Los Angeles (UCLA)
Sep. 2022 - Present Master of Engineering, Artificial Intelligence, 3.9 / 4 Capstone Advisor: Xiang 'Anthony' Chen |
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Anna Univeristy, India
Aug. 2015 - Apr. 2019 Bachelor of Engineering, Computer Science and Engineering, 8.32 / 10 |
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Talk on Easier Cloud Deployments with Kotlin - Escaping the YAML Hell.
[Speaker Deck] |
Talk on Getting Started with Contributing to Open Source Professionally.
[Speaker Deck] |