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elim316/README.md

Hi, I'm Elias Lim

Languages AI and ML Systems and Cloud

I am a Cloud engineer at Google. I enjoy building zero-trust cloud architectures, high-scale backend services, autonomous agent observability tools, and uncertainty-aware machine learning systems.

Portfolio website: elim316.github.io

Google scholar: Publications

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  1. eduverse eduverse Public

    Forked from SrivathsanRam/eduverse

    2nd Place Overall at NUS LifeHack 2025: AI-powered adaptive learning platform combining deep Knowledge Tracing (Python/PyTorch) with a full-stack TypeScript/Next.js LMS.

    TypeScript

  2. Antigravity-Agent-Tracer-Plugin Antigravity-Agent-Tracer-Plugin Public

    Real-time execution graph and 3-lane architecture visualiser for autonomous agents with 1.5s delta-tail JSONL streaming, failure detection, and subagent drill-down.

    HTML 1

  3. Antigravity-Harness Antigravity-Harness Public

    Unified mission control UI plugin for Antigravity combining a customisable 2x2 Bento grid, multi-session agent chat, embedded Agent Tracer graph, automation controls, and live token telemetry.

    Python

  4. Antigravity-Meeting-Prep-Agent Antigravity-Meeting-Prep-Agent Public

    Autonomous two-stage Meeting Prep and Dossier Generator (Next-Business-Day 1-page briefing docs and stateless T-1h reminders) with a 5-scenario, 36-check hallucination-linted evaluation harness.

    Python

  5. Lobang-octagon Lobang-octagon Public

    MINDSync (Hack4Good): Centralised multi-branch event and volunteer management platform built with TypeScript and React for staff, caregivers, and volunteers.

    TypeScript

  6. UQ-XAI-battery-analytics UQ-XAI-battery-analytics Public

    Published in IEEE Xplore: Uncertainty quantification (Adaptive Conformal Inference, PICP, ECE) and explainable AI (SHAP, LIME) for CNN battery state-of-health estimation.