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GeezerVison is showing github.com โ€” kredd2506 - Overview

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@kredd2506
kredd2506
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Working from home

Manish Reddy kredd2506

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Working from home
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Work in progress
3 followers ยท 22 following
  • Atlanta
  • 07:24 (UTC -05:00)
  • https://manishkreddy.com/
  • in/manishkreddy

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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

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@Numina-AI-Inc
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kredd2506/README.md

Manish K Reddy

Founder & CEO at Numina AI โ€” multi-agent orchestration for accounting and back-office workflows in SMEs with non-standard processes.

AI Solutions Engineer at CONA Services, designing agentic infrastructure and autonomous remediation for Coca-Cola bottling operations.

Contributor to openxla/xla. Previously Google Summer of Code at the San Diego Supercomputer Center (UC Santa Cruz OSPO), working on GPU observability across heterogeneous accelerators on the NRP/Nautilus cluster.


Work

  • Numina orchestrator โ€” five-layer architecture with graph-based workflows and confidence-based human-in-the-loop routing. First SME deployment in progress.
  • OpenXLA-benchmark โ€” comparative study of TPU v6e, NVIDIA H200, and AMD MI300X. Three formalized hypotheses, draft paper in progress. Published site โ†’
  • openxla/xla contributions โ€” 5 merged PRs, including an HLO verifier fix that surfaced 5 previously silent crash bugs.
  • Basis Agent โ€” 16-node LangGraph pipeline with specialized worker agents for autonomous SAP triage and remediation across enterprise bottler ops.

Background

  • MS Computer Science, Illinois Institute of Technology (Genisys Innovation Fellow)
  • BE with Honours, B.N.M. Institute of Technology, Bangalore (founded SIGGRAPH BNMIT)
  • Conrades Distinguished Fellowship, Dartmouth (Numina AI)
  • 2nd runner-up, Grainger Computing Innovation Prize (2023)
  • UC Berkeley VC University scholarship recipient

When I'm not coding

I'm running. Or sleeping. Or eating. Usually eating.

me, probably


Contact

Numina AI LinkedIn Gmail

Pinned Loading

  1. Breakwater Breakwater Public

    Google summer of code, open resource project

    Python 2

  2. JailbreakingLLMs JailbreakingLLMs Public

    Forked from kredd10/JailbreakingLLMs

    jailbreaking open-source local LLMs with Prompt Automatic Iterative Refinement

    Python 1

  3. ucsc-ospo.github.io ucsc-ospo.github.io Public

    Forked from ucsc-ospo/ucsc-ospo.github.io

    Website of the Open Source Program Office, UC Santa Cruz

    HTML 1

  4. TML_llm-attacks TML_llm-attacks Public

    Forked from kredd10/TML_llm-attacks

    Universal and Transferable Attacks on Aligned Language Models

    Python

  5. EIGHT-kiroween EIGHT-kiroween Public

    Kiroween speedrun challenge

    TypeScript

  6. Gemma4Good_FlutIQ Gemma4Good_FlutIQ Public

    Kaggle gemma 4 good

    Python

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