Kalpana Baheti

Experience

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  Indian Institute of Science (IISc)

  Jun 2019 - Jul 2019

  Summer Intern

  ♟One of the 80 students country-wide invited for the internship and was awarded for personal research project in machine learning for computational chemistry and toxicity studies at the Seventh Undergraduate Summer School held by Computer Science and Automation (CSA) Department, Indian Institute of Science (IISc), Bangalore.

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  Ericsson

  Dec 2019 - Oct 2020

  Research And Development Engineer

  🌀 I leveraged a set of intelligently chosen supervised learning algorithms to facilitate cognitive skill triggers for players of an African educational strategy game called Mancala. The game-bot includes a game-playing module and a game-teaching module. The latter is designed to subconsciously develop the player's analytical skills in a recreational and pedagogically approved manner. 🌀 Nested Anomaly Detection Technique: I also designed a method that identifies advanced players who have clear understanding of the game and it's underlying mechanisms and have begun exploiting the intrinsic weaknesses in the learning algorithms to circumvent the skill-tests of the game. It is a prescriptive analytical method called Nested Outlier Analysis, and it is an open-source incrementally new development in the field. This method's scope of application includes; Fraud Detection, Risk Modeling for Cyber Security, Game Theory, Cancer Prediction Models, and such. Show less

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  Chegg Inc.

  Feb 2020 - Feb 2021

  Senior Consultant

  Testimonials ~ https://www.linkedin.com/posts/kalpana-baheti-b25055162_the-important-thing-is-not-so-much-that-activity-6760984690024415232-_icJTaught at university level (on the Chegg international branch) for -✴️ Discrete Math | Calculus | 3D Geometry | Engineering Graphics | Combinatorics | General Applied Math | Euclidean and Cartesian Geometry | Applied Statistics ✴️ Software and Systems Engineering - Python 3 | Algorithms and Data Structures | Database Management | SQL Querying | Data Mining ✴️ GRE Training | IELTS Training | GMAT (Quants) Training✴️ Finite Automata Theory ✴️ Machine Learning | Artificial Intelligence - Core Concepts | Pattern Mining | Domain Modeling✴️ Plant and Animal Sciences | Molecular Biology | Computational Chemistry | Biochemistry✴️ Advanced English - Literature Analysis | Language and Composition | Speaking | Vocabulary Show less

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  TopSet

  Sept 2020 - Jan 2021

  Senior Instructor

  🟣 Teaching - Advanced Mathematics 🟣

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  Sense Education

  Dec 2020 - Dec 2022

  AI Engineer - Algorithm Development and UX Research

  Algorithm Development | Research and Engineering | Open-Code Understanding | Personalisation AI💫 Built personalized, pedagogically sound, and intelligent feedback models for open-answer populations.💫 Adopted the responsibility to brainstorm, ideate, research, and develop to solve the the needs of high-personalization on code intelligence use-cases, model robustness, and user experience, using established knowledge in applied mathematics, context understanding, signal processing, program synthesis, unstructured data parsing, and student psychology.💫 Our clients included some truly brilliant universities and learning institutions across the States and Israel. Show less

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  Valve corporation

  Apr 2021 - Sept 2021

  Software Engineer - AI for Explanatory Gameplay

  [First mentee and early-career employee on the DotA AI team in over a decade]DotA2 is a complex game with over nine million players worldwide. My work involved building an explanatory automated reasoning system that -💃🏽 Identified valuable game strategies performed and attempted by players based on carefully extracted signatures in player decisions and the game’s world state.💃🏽 Defined a reasonable scope within which the system gauged rewards and penalties of the players' decisions in-game.💃🏽 The constrained commentary generation system created used the insights from (1) and (2) to automatically construct context-specific and personalized feedback for players in natural language that had a natural feel, and was proof-driven in terms of correctness. Show less

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  Altered State Machine

  Jan 2023 - Jul 2023

  Research Scientist

  [Developed Algorithms and Engineered Systems Acquired by Futureverse Inc.] Intelligence Mining for Web3 Games - FIFA and The Next Legends Applied Research - Deep Reinforcement Learning (primarily used Gymnasium)🦩 Algorithm development for simultaneous causality tracking and accurate optimal decision-making.🦩 Focused on adversarial and coalition gameplay strategy.🦩 Lead experimentation on AI agents and their aggregate behaviour within a user-driven system.🦩 Developed a novel uncertainty quantification algorithm. 🦩 Computational research and prescription on AI-vs-AI game design balance and strategy analysis.🦩 Established future directions to pursue under game theoretic constraints. 🦩 Advised on Nash equilibrium implications, based on extensive literature research.🦩 Designed and developed game simulation systems from scratch for demonstration purposes. Show less

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  Futureverse

  Jan 2023 - Aug 2023

  Research Scientist

  Originally Altered State Machine. Please refer to work description underneath that company.

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  Stealth

  Oct 2023 - now

  Founding Scientist

  [Georgia Tech CREATE-X Fellow | Seed Cheque Awardee | Patent Filing Underway]> Team building and roadmapping> Extensive user research> Product design and software development For investments, partnerships, and general curiosity, feel free to reach out...