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Latha (Maddy) Arvapally

Chief Architect @ZeroGPU | Co-Founder @Replay | Chief Architect @AI20Labs | ex-GoPro · ex-Walmart Labs

Maddy Arvapally

LinkedInMediumZeroGPUReplay


🧠 About Me

I build intelligent, scalable systems where AI meets infrastructure economics.

  • As Chief Architect at ZeroGPU, I’m designing a distributed GPU platform that democratizes inference at near-zero cost using pre-trained SLM's that are capable of doing specific tasks.
  • At AI20Labs, Shaping the future of lightweight agentic architectures, RAG infra, and autonomous data pipelines.
  • At Replay, I co-founded a blockchain-based media protocol rewarding creators and viewers via tokenized micropayments.
  • At B20Labs, worked on high-traffic ad server supporting stitched ad pods and millions of daily impressions with tracking. Also worked on delivering a live-streaming platform with automated EPG and server-side ad insertion; content scheduling & analytics.
  • At GoPro, helped scale and roll out global subscriptions platform from 0-2M+ subscribers.

Started my career at Walmart Labs, optimizing backend systems and contributed to several Open Source and hold three patents in media streaming and tracking.


⚙️ Tech Stack

Core Expertise:
Golang · Python · AWS · GCP · Redis · PostgreSQL · MongoDB · BigQuery · Pinecone · OpenAI · Cloudflare · Docker · Kubernetes · WebRTC · AI/ML Infra


💾 Systems & Data Focus

  • Distributed pipelines processing millions of events/day
  • GPU-aware compute scheduling & vectorized search infra
  • Real-time analytics and blockchain-based micropayment systems
  • Retrieval-Augmented Generation (RAG) search + semantic correctness testing

🧩 Featured Projects

Project Description
ZeroGPU Distributed GPU cloud for AI inference — affordable, decentralized compute for LLMs and SLMs.
Replay Blockchain-powered streaming protocol rewarding creators and viewers through tokenomics.
AI20Labs Research lab building agentic frameworks, RAG search infrastructure, and SLM-ready SDKs.
FitWith Viva Camera-only AI personal trainer (MediaPipe + HeyGen + OpenAI).

✍️ Writing & Publications

I write about AI infrastructure, blockchain, and the emerging compute economy.
🟣 Medium — @maddy-a
Contributor to Coinmonks and GenerativeAI publications.


🌍 Beyond Code

In my free time, I love painting, crafting, and spending time outdoors, finding creativity and clarity away from the screen fueled by espresso ☕.


📊 GitHub Stats

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📬 Connect

maddy@ai20labs.comLinkedInMedium

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