Pradyot Prakash

AI Researcher

San Francisco, California, United States11 yrs 1 mo experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in Machine Learning and AI applications.
  • Strong background in software engineering and algorithm development.
  • Experience in teaching and mentoring in technical subjects.
Stackforce AI infers this person is a Machine Learning Engineer with a strong foundation in software engineering and education.

Contact

Skills

Core Skills

Machine LearningSoftware EngineeringEducationFinance

Other Skills

Ads Product RankingAlpha EvaluationAutomated Speech RecognitionCC++CSSCourse DevelopmentData AnalysisDjangoEnglishFinancial Market AnalysisHTMLHealthcare AlgorithmsHybrid System TranslationJava

Experience

Meta

2 roles

ML Engineer

Feb 2019Present · 7 yrs 1 mo · San Francisco Bay Area

  • Llama post-training: factuality, tool usage, and tone
  • Earlier:
  • Worked on the application of ML to develop physiological algorithms for improving human health outcomes (within Reality Labs)
  • Researched and deployed models within the domain of Automated Speech Recognition
Machine LearningAutomated Speech RecognitionPhysiological AlgorithmsSoftware Engineering

Software Engineering Intern

Jun 2018Aug 2018 · 2 mos · Menlo Park

  • Worked on the prediction models used within Ads Product Ranking to improve product placement on the feed.
Prediction ModelsAds Product RankingSoftware Engineering

University of wisconsin-madison

Research Assistant

Sep 2017Dec 2018 · 1 yr 3 mos · Madison, Wisconsin Area

Trexquant investment lp

Global Alpha Researcher

Dec 2016Feb 2017 · 2 mos

  • Creating and evaluating the performance of the alphas on financial market data.
Financial Market AnalysisAlpha EvaluationFinance

Adobe

Summer Research Intern

May 2016Jul 2016 · 2 mos · Bangalore

  • My work revolved around Personality Prediction. I developed a system, which given an article, predicts the personality scores for them based on features extracted from the text. This finds utility for companies which want the tone and the personality of their content to be consistent. Building on top of this was a recommender system which provides suggestions to content writers as to what changes should be made to maintain uniformity of the articles' tone.
Personality PredictionRecommender SystemsMachine Learning

Institute of science and technology austria

Summer Research Intern

May 2015Jul 2015 · 2 mos · Austria

  • This was a research internship in the Verification group led by Prof. Thomas Henzinger. I built a module for the source to source Hybrid System translator, HyST. The module hybridizes the state space of a hybrid automaton into hypercubes with affine dynamics. Furthermore, we also analyzed what happens when one leaves a state based on time instead of space constraint.
Hybrid System TranslationVerificationSoftware Engineering

Indian institute of technology, bombay

Teaching Assistant

Jul 2014Apr 2017 · 2 yrs 9 mos · IIT Bombay

  • Have been a TA for 7 courses in total - 4 courses at IIT Bombay and 3 online courses being conducted by IIT Bombay on edX and IITBombayX. Have mentored students through courses on Calculus, Differential Equations, Software Systems Lab and Cryptology. My online presence has been in the courses on Introduction to Programming, Data Structures and Algorithms.
TeachingMentoringCourse DevelopmentEducation

Education

University of Wisconsin-Madison

Master of Science - MS — Computer Science

Jan 2017Jan 2018

Indian Institute of Technology, Bombay

Bachelor of Technology (B.Tech.) — Computer Science and Engineering

Jan 2013Jan 2017

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