Eshiv Pandey
New Delhi, IndiaAge 21
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Engineer. I build backends, infrastructure, and the occasional database from scratch.
- •B.Tech ECE at the University of Delhi, minor in AI & ML.
- •Member of HAMi (CNCF): GPU scheduling for Kubernetes. Also contributing to Sugar Labs' Music Blocks.
- •Founding engineer at Venturelync, where I built the platform and Lync Terminal from scratch.
- •Currently writing KeyV DB, a C++17 storage engine with B+Tree indexing, a WAL, and ARIES-style crash recovery.
Experience
12+
Merged PRs
10+
PRs Reviewed
Member
HAMi Role
3
Orgs
- •HAMi: Became a project member of the CNCF sandbox project after 12+ merged pull requests across NVIDIA GPU scheduling, AWS Neuron device support, and the core scheduler
- •Scheduling: Worked on device plugin behaviour and scheduler policy: how heterogeneous accelerators get filtered, scored, and bound to pods on a Kubernetes cluster
- •HAMi-core: Contributed to the in-container resource controller that enforces GPU memory and compute limits by intercepting CUDA calls, with no application or driver changes
- •Reviews: Reviewed 10+ pull requests from other contributors, covering scheduling correctness, device plugin edge cases, and test coverage
- •Sugar Labs: Landed 2 pull requests in Music Blocks, the browser-based visual programming environment for music and computation used in classrooms
- •webpack: Contributed to the module bundler that builds much of the web, working across its core packages
- •Orgs: Active contributor across three organisations — HAMi, Sugar Labs, and webpack
1
Engineer #
4
Integrations
2
Products Built
Feb - May
Term
- •Founding engineer: Built the platform from scratch as the first engineer on it, owning architecture, data model, and delivery end to end
- •Lync Terminal: Designed and shipped Lync Terminal from scratch: modular analytics, custom dashboards, and cached data retrieval so repeat queries stopped hitting the source every time
- •Integrations: Wired Razorpay, HubSpot, Zoho Books, and GitHub into event-driven workflows, giving the team data sync, payments visibility, and CRM automation without manual steps
- •Stack: Next.js on the front, Supabase for data and auth, FastAPI behind the analytics layer
+30%
Backend Perf
5
AWS Services
Jul - Oct
Term
Serverless
Architecture
- •Application Tracker: Built the tracker front to back: React.js on the client, a fully serverless AWS backend on AppSync, GraphQL, Lambda, and DynamoDB
- •Performance: Optimized DynamoDB schemas and GraphQL queries around the access patterns the product actually had, improving backend performance by 30%+
- •Delivery: Set up CI/CD through AWS Amplify with real-time sync, so every push shipped and clients stayed consistent without a refresh
Projects
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KeyV DB
An ACID key-value store written from scratch in C++17: paged storage, B+Tree indexing, a write-ahead log, and ARIES-style crash recovery.
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Switch
One workspace, any model. Switch LLMs mid-conversation while context, project memory, and a shared hivemind carry over.
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Atrium
Book the room, keep the room. A Go backend over Postgres with a TypeScript front end, containerised end to end.
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tRAGtion
An AI coding workspace with persistent RAG memory that keeps hold of your codebase, its architecture, and the decisions behind it.
Activity
Open-source organisations I contribute to
GitHub@Eshiv-Pandey
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Streak
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consecutive days
Active days
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this year
Global rank
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on LeetCode
LeetCode@Eshiv_Pandey
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Open Source
Skills & Technologies
0
Technologies
0
Categories
0+
Years Coding
0+
Projects Built
Languages & Core
JavaScript
TypeScript
Go
Python
C++Frameworks & Libraries
React
Next.js
Node.js
Express
Tailwind
EJS
GraphQLAI / ML & Data
TensorFlow
PyTorch
scikit-learn
Pandas
NumPyCloud, DevOps & Databases
Docker
Kubernetes
Git
GitHub
PostgreSQL
MongoDB
Redis
SupabaseWriting
EP02 - How to Find the Right Open Source Org & Project to Contribute To
Choosing the right project is often more important than writing the perfect proposal. Whether you’re contributing for GSoC, LFX, or simply building your open source…
EP01 - Prerequisites for Open Source
Before jumping into open source, pick a niche.. Dev, ML, DevOps, etc. You don’t need to know everything. You just need a solid foundation in the stack you want to…
Highlights
Project Member of HAMi, a CNCF Sandbox project
Winner: Astraaya 1.0 IEEE AI-War Hackathon
Finalist: Google Cloud Agentic AI Day 2025
Contributor to Sugar Labs Music Blocks
Project Member of HAMi, a CNCF Sandbox project
Winner: Astraaya 1.0 IEEE AI-War Hackathon
Finalist: Google Cloud Agentic AI Day 2025
Contributor to Sugar Labs Music Blocks