Ashmita Kumar

Ashmita Kumar Email and Phone Number

UC Berkeley EECS | CEO and Co-Founder at Code Blue | Fomer Palantir FDSE Intern | Machine Learning @ Berkeley External VP | Advocate for Girls in Technology @ Code Blue AI
Ashmita Kumar's Location
Irvine, California, United States, United States
About Ashmita Kumar

Ashmita Kumar is a UC Berkeley EECS | CEO and Co-Founder at Code Blue | Fomer Palantir FDSE Intern | Machine Learning @ Berkeley External VP | Advocate for Girls in Technology at Code Blue AI. They is proficient in Spanish.

Ashmita Kumar's Current Company Details
Code Blue AI

Code Blue Ai

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UC Berkeley EECS | CEO and Co-Founder at Code Blue | Fomer Palantir FDSE Intern | Machine Learning @ Berkeley External VP | Advocate for Girls in Technology
Ashmita Kumar Work Experience Details
  • Code Blue Ai
    Ceo And Co-Founder
    Code Blue Ai Apr 2023 - Present
    https://code-blue.aiIdeated, designed, and built app which detects early signs of stroke and calls emergency services automatically. Though 1 in 4 people are expected to experience stroke in their lifetime, over 60% do not know the major signs, meaning Code Blue has the potential to save millions of lives- US Patent Office Provisional Patent Application accepted (Patent Pending status assigned)- One of the few teams selected for the I-Corps Lean Startup Bootcamp, conducting over 15… Show more https://code-blue.aiIdeated, designed, and built app which detects early signs of stroke and calls emergency services automatically. Though 1 in 4 people are expected to experience stroke in their lifetime, over 60% do not know the major signs, meaning Code Blue has the potential to save millions of lives- US Patent Office Provisional Patent Application accepted (Patent Pending status assigned)- One of the few teams selected for the I-Corps Lean Startup Bootcamp, conducting over 15 interviews in the span of a week- Demonstrated working prototype at the ASU+Global Silicon Valley Summit- Currently enhancing the app with additional functionalities such as transformation to camera plugin and balance detection Show less
  • Machine Learning At Berkeley
    Vice President Of External
    Machine Learning At Berkeley Dec 2023 - Present
  • Machine Learning At Berkeley
    External Committee Officer
    Machine Learning At Berkeley Dec 2022 - Jan 2024
  • Palantir Technologies
    Software Engineer Intern
    Palantir Technologies May 2024 - Aug 2024
    Worked on context-backed chatbot and “co-pilot for democracy” products for users at the State Department’s Center for Analytics‬- Took ownership over 7 projects, building crucial products, tools, and functions that helped convert the pilot to full-time contracts‬‭- Expanded the testing of LLMs in workflow while simultaneously defining org-wide benchmarks on how to evaluate LLM performance‬ and safety (including red-teaming)‭- Developed solutions for context upload for chat agent… Show more Worked on context-backed chatbot and “co-pilot for democracy” products for users at the State Department’s Center for Analytics‬- Took ownership over 7 projects, building crucial products, tools, and functions that helped convert the pilot to full-time contracts‬‭- Expanded the testing of LLMs in workflow while simultaneously defining org-wide benchmarks on how to evaluate LLM performance‬ and safety (including red-teaming)‭- Developed solutions for context upload for chat agent using RAG, addressed 508 accessibility issues, tested and improved product‬ LLMs to generate greater accuracy, and shared tools across Palantir to benefit all commercial and government teams‬- Work with LLMs was demoed to Secretary of State Anthony Blinken and mentioned in his open address on the usage of AI in diplomacy‬‭Skills Leveraged‬‭ : NLP , RAG, red-teaming of LLMs, prompt‬‭ engineering, modeling, testing and benchmarking of LLMs, Python,‬ Javascript, Typescript, accessibility, data pipelining, object-oriented programming, ontology management, backend and frontend‬‭ Show less
  • Defense Counterintelligence And Security Agency (Dcsa)
    Data Architect Intern
    Defense Counterintelligence And Security Agency (Dcsa) Jun 2023 - Aug 2023
    Crystal City, Virginia, United States
    Working at the intersection of cybersecurity and machine learning (secret clearance)- Designed and built time-series anomaly detection tool for log analysis using natural language processing (NLP) and hyperparameter optimization for data cleaning, pre-processing, clustering, and neural network classification- Demonstrated working neural network and clustering algorithms to Chief of AI & Data Science and department team members- Evaluated current implementation of Zero Trust… Show more Working at the intersection of cybersecurity and machine learning (secret clearance)- Designed and built time-series anomaly detection tool for log analysis using natural language processing (NLP) and hyperparameter optimization for data cleaning, pre-processing, clustering, and neural network classification- Demonstrated working neural network and clustering algorithms to Chief of AI & Data Science and department team members- Evaluated current implementation of Zero Trust cybersecurity architecture, culminating in whitepaper and plan for full incorporation and implementation by FY25- Briefed DCSA deputy director on log anomaly detection tool and Zero Trust gaps and implementation recommendations Show less
  • Uci Neuroscience Imaging Center
    Programmer/Researcher
    Uci Neuroscience Imaging Center Oct 2019 - Jan 2023
    Irvine, California, United States
    Working with University of California, Irvine, MIT, Harvard, and McGill University on the PyNIDM project, creating Python modules to analyze and understand the neuroimaging data model (NIDM)- Independently designed and developed research project using Python and machine learning to predict characteristics like hippocampus size based on certain factors such as gender and age.- Developed a clustering algorithm for NIDM documents providing the user four different types of clustering… Show more Working with University of California, Irvine, MIT, Harvard, and McGill University on the PyNIDM project, creating Python modules to analyze and understand the neuroimaging data model (NIDM)- Independently designed and developed research project using Python and machine learning to predict characteristics like hippocampus size based on certain factors such as gender and age.- Developed a clustering algorithm for NIDM documents providing the user four different types of clustering (agglomerative clustering, K-Means, Gaussian Mixture Modeling, and affinity propagation) to group data and show whether certain participants share a correlation.- Coded linear regression tool to find model coefficients, also including a number of features like co-variate capabilities, contrasting, and regularization- Worked with the Resource Description Framework (used to describe data frameworks on the semantic web) to create functions to transform the data into a usable format for machine learning.- Designed error correction and optimization functions.- Helped build graphing and visualization tools used to demonstrate the links between studies and participant data.- Research paper published in F1000 (https://doi.org/10.12688/f1000research.108008.1) Show less
  • Surestart
    App Developer
    Surestart Jun 2022 - Aug 2022
    Working at the startup SureStart to design and build an app helping Gen Z reach its future career goals - Wireframed the app on Figma, scripting out the onboarding process and dashboards for users- Individually built out a fully-functioning prototype on Bubble, creating features such as notification, email, and daily progress features- Spoke to investor to discuss how to raise funding
  • Troy Cyber
    Linux Instructor/Competitor
    Troy Cyber Jul 2019 - Mar 2022
    Fullerton, California, United States
    - Planned and taught lessons on Linux cybersecurity policies, servers, Cisco networking, and basic programming- Gained CTF experience with networking (routing, switching, firewall, packet tracing through WireShark) and understanding of HTTPS, DNS, TCP/IP architecture- Competed in the national CyberPatriot competition, specializing in Linux and server cybersecurity
  • Surestart/Mit Raise
    Mit Futuremakers/Surestart Student
    Surestart/Mit Raise Jul 2021 - Aug 2021
    Attended highly selective program to learn AI. Met speakers from MIT Media Lab, Google, Consumer Reports, Watson AI Team, and more- Learned about the entrepreneurial process, patenting, and leadership- Conceived & pitched an idea to create an app detecting facial asymmetry, one of the first signs of stroke- Created app (FAST – Facial Asymmetry Stroke Test) using AI and Python for competition in less than 2 weeks- Gave live demonstration of working application to MIT Media Lab… Show more Attended highly selective program to learn AI. Met speakers from MIT Media Lab, Google, Consumer Reports, Watson AI Team, and more- Learned about the entrepreneurial process, patenting, and leadership- Conceived & pitched an idea to create an app detecting facial asymmetry, one of the first signs of stroke- Created app (FAST – Facial Asymmetry Stroke Test) using AI and Python for competition in less than 2 weeks- Gave live demonstration of working application to MIT Media Lab Assistant Director, CSO of Consumer Reports, CEO of CySiv/Blockchain Founder, and CEO of Localized in final round- Won 1st place in the competition Show less

Ashmita Kumar Education Details

Frequently Asked Questions about Ashmita Kumar

What company does Ashmita Kumar work for?

Ashmita Kumar works for Code Blue Ai

What is Ashmita Kumar's role at the current company?

Ashmita Kumar's current role is UC Berkeley EECS | CEO and Co-Founder at Code Blue | Fomer Palantir FDSE Intern | Machine Learning @ Berkeley External VP | Advocate for Girls in Technology.

What schools did Ashmita Kumar attend?

Ashmita Kumar attended University Of California, Berkeley, Troy High School, International Baccalaureate.

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