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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: QuickdrawAchievement: YOLO

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pradyuprasad/README.md

Pradyumna Prasad

Hi! I'm Pradyumna, a Computer Science student focused on building better software that makes our lives better.

Current Work

Intern, Responsible AI Team, Government Technology Agency of Singapore

  • Working on benchmarking and reducing hallucinations from LLMs for government chatbots
  • Developing evaluation frameworks to measure model accuracy and reliability

Featured Projects

LLM Debate Tournament (NEW)

  • Built a framework for evaluating LLM reasoning through structured multi-turn debates
  • Implemented a three-phase debate format with Swiss tournament system and ELO ratings
  • Benchmarked performance across major models (Claude, GPT-4o, Gemini, Llama, etc.)
  • Revealed genuine reasoning capabilities beyond pattern matching
  • Technologies: Python, OpenRouter API, XML parsing

LockedIn - Personal Activity & Focus Tracker

  • Developed a productivity suite for macOS with activity tracking and focus sessions
  • Built real-time monitoring systems for application usage and web browsing
  • Created data visualization tools for analyzing productivity patterns
  • Technologies: Python, SQLite, macOS integration

Singapore Data Project | Live Demo

  • Built an automated querying system for Singapore's economic data using AI
  • Integrated HuggingFace classification API and code-writing LLMs with SingStat data
  • Technologies: FastAPI, d3.js, HuggingFace APIs

Mechanistic Interpretability Literature Review

  • Authored survey paper on techniques for reverse-engineering large language models
  • Explored methods to understand internal computations of LLMs
  • (I promise I did this before DeepResearch came out)

Experience

Software Engineer Intern, Havana

  • Developed an admin dashboard to monitor Salesforce sync errors, significantly improving error tracking and resolution efficiency
  • Created a tool for Salesforce issue testing, enabling team-specific troubleshooting and real-time error reporting
  • Technologies: Go, React, Next.js

Education

  • Computer Science, National University of Singapore (Class of 2027)
  • Member of NUS College program (successor to University Scholars Program)

Awards & Recognition

Writing & Media

Connect With Me

Pinned Loading

  1. LockedIn LockedIn Public

    LightWeight activity tracker for mac

    Python 22 3

  2. MechInterpLitReview MechInterpLitReview Public

    A literature review of mechanistic interpretability done for CS2309

    TeX 7

  3. Singapore-Data-Project Singapore-Data-Project Public

    The world's data is now alive

    Python 1

  4. govtech-responsibleai/KnowOrNot govtech-responsibleai/KnowOrNot Public

    Python 24 2