Profile

Alok Kothari

AI/ML, Crypto

10.1

Years of Experience

Education

carnegie mellon university

Companies

posted, south park commons, on deck, aiblockchain consulting, harmony, apple, carnegie mellon university, adelement, qatar computing research institute, university of stuttgart

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Alok's contact details

Email

Email (Verified)

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Experience

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    2022 - 2023

    posted

    Founder

    LLM-based (Generative AI) Copilot for $2T Revenue Cycle Management Workflows (medical billing) industry.

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    2021 - 2023

    south park commons

    Member

    Founder Fellow. Cohort #2

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    2020 - 2021

    on deck

    Fellow

    Cohort #7

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    2020 - Present

    aiblockchain consulting

    Founder

    Built a "RAG" Retrieval Augmented Generation that they deployed for building customer support chatbots for their clients. More LLM/RAG projects that cannot yet be disclosed.

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    2018 - 2019

    harmony

    Co-Founder

    building, hiring and everything else required to make Harmony successful.

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    2015 - 2018

    apple

    Machine Learning Engineer (Siri)

    * Formulating and researching models for natural language understanding using state of the art machine learning (deep learning) techniques. * Building machine learning models for production * Work on all parts of model deployment pipelines (data, train, test, deployment) * Mentoring machine learning interns. (2 directly supervised projects were among those selected for presentations to highest level of management chain)

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    2013 - 2015

    carnegie mellon university

    Graduate Research Assistant

    There are multiple coreference resolution metrics for measuring the quality of a coreference resolution system. We independently defined a yardstick to assess quality of the output of a system. This yardstick was validated with a human study. Performance of each metric v.s. quality of output was evaluated against this yardstick, and recommendations about quality of metrics themselves were made.

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    2013 - 2013

    adelement

    Software Analyst (Machine Learning)

    Modeled and implemented hotel recommendations for a major online travel site.

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    2012 - 2012

    qatar computing research institute

    Research Associate

    Worked on extracting comment-tweets from twitter: tweets which are comments on specific news articles by twitter users. Such comments add diversity of opinion to comment section and drive user engagement. System has been adopted by Al Jazeera.

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    2011 - 2012

    university of stuttgart

    Research Assistant

    Worked on using unsupervised word sense disambiguation to improve information retrieval. e.g. knowing whether 'bank' means financial institution or a river bank can improve ranking of documents in a search engine. Worked on models to do such a disambiguation automatically and in a unsupervised manner. First project was to validate improvement in information retrieval (i.e. ranking of documents), if at the query level, non-compositional phrases are identified. e.g. 'hot dog' is non-compositional phrase which is different from a 'dog' that is 'hot'. We identified and demonstrated that identification of such phrases improves document rankings.

Experience

17 Skills

Algorithms

Big Data

Bonds

Derivatives

Founder

Information Retrieval

Java

LaTeX

Linux

Machine Learning

Matlab

Natural Language Processing

NLTK

Python

Statistical Modeling

Statistics

Trading

Education

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    2013 - 2015

    carnegie mellon university

    Master's degree

    Computer Science (Language Technologies Institute)

Others named Alok

Alok Singh

Senior Data Engineer

 at posted

Alok K.

XIN-DC Analyst | Android

 at posted

Alok Raj

Software Engineer ll

 at posted

Alok K.

Software Engineer

 at posted

Alok Goldy

SDE-1

 at posted

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Colleagues at south park commons

Colleagues at on deck

Tosin Oladokun

Product Management Fellow - Cohort 3

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