Shivam Kotak

Shivam Kotak Email and Phone Number

Software Engineer @ Pallet
Los Angeles, CA, US
Shivam Kotak's Location
Los Angeles, California, United States, United States
About Shivam Kotak

As a data science intern at CCC Intelligent Solutions, I engineered prompts for visual language models to enable faster and accurate damage summarization for insurance claims. I also deployed a pipeline to remove PII in both visual and textual data, enhancing the feature store for inbound subrogation models. Additionally, I created a package of metrics to evaluate the quality of generated text with ground truths.I graduated with my Master's degree from the University of Southern California, with a focus on machine learning and deep learning. I have a bachelor's degree in computer engineering from Thadomal Shahani Engineering College, where I worked on small-scale visualizations and deep learning projects. I have gained multiple certifications in deep learning for computer vision, artificial intelligence, and neural networks from reputable organizations. I am proficient in RNN, Angular, and Material-UI, among other skills.My goal is to further accustom myself with ML algorithms and deep learning frameworks, and to apply them to real-world problems. I am looking for full-time roles in ML/DS/SWE, where I can leverage my skills and experience to contribute to the team and the organization. I am passionate about building a career around these fields.

Shivam Kotak's Current Company Details
Pallet

Pallet

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Software Engineer
Los Angeles, CA, US
Website:
pallet.com
Employees:
100
Shivam Kotak Work Experience Details
  • Pallet
    Software Engineer
    Pallet
    Los Angeles, Ca, Us
  • Your.Mov
    Lead Software Developer
    Your.Mov
    Los Angeles, Ca, Us
  • Stealth Startup
    Founding Software Engineer
    Stealth Startup Mar 2024 - Present
    Los Angeles, California, United States
  • Ccc Intelligent Solutions
    Data Science Intern
    Ccc Intelligent Solutions Aug 2023 - Dec 2023
    United States
    • Engineered prompts for IDEFICS and Cheetah (Llama Based) visual language models for the task of Visual-Question Answering for damage summarization, helping clients understand claim information in seconds instead of minutes.• Deployed into production a pipeline to remove PII in both visual and textual data with help of AWS Step Functions, Lambdas, CloudFormation, EventBridge., scheduled to be nightly batched. The pipeline enhances the feature store being used by the Data Science department to create inbound subrogation models and is expected to process 100000 demands per week.• Created a package of metrics to evaluate generated text with ground truths. The package provides similarity-based metrics like BERT embeddings as well as metrics relying on distance measures like fuzzy edit distance and will be used to evaluate outputs of all generative language models being developed by the company.• Worked on a machine learning model pipeline using CLIPSeg for evidence verification in subrogation claims to help increase success rates in subrogation disputes.• Wrote unit tests and regression tests with benchmarks using pytest and pytest_benchmark to ensure smooth functionality of code.
  • Usc Information Sciences Institute
    Robotics Instructor And Program Coordinator
    Usc Information Sciences Institute Jun 2023 - Jul 2023
    Los Angeles, California, United States
    Robotics Instructor and Program Coordinator for the USC ISI x Amazon Stimulating Stem Summer Program
  • Fresh Off The Field
    Co Editor
    Fresh Off The Field Jan 2020 - Dec 2021
    Mumbai, Maharashtra, India
  • Cloud Counselage Pvt. Ltd.
    Machine Learning Intern
    Cloud Counselage Pvt. Ltd. Mar 2020 - Jul 2020
    Mumbai, Maharashtra
    Developed an Event Recommendation System to extract the domain and event-type from an event headline and then recommend the event to employees using concepts like tf-idf and Support Vector Classifiers. I was also responsible with creating the dataset for the training as well as submitting timely reports

Shivam Kotak Education Details

Frequently Asked Questions about Shivam Kotak

What company does Shivam Kotak work for?

Shivam Kotak works for Pallet

What is Shivam Kotak's role at the current company?

Shivam Kotak's current role is Software Engineer.

What schools did Shivam Kotak attend?

Shivam Kotak attended University Of Southern California, Thadomal Shahani Engineering College.

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