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macayu17/README.md

Ayush Kumar

CS Student | Full-Stack + AI Systems Developer | Open Source Contributor

I build real-time systems, AI memory infrastructure, trading simulators, dashboards, and ML-backed platforms.

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Languages and Tools


Core stack icons Infrastructure and ML icons


GitHub Dashboard

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Ayush Kumar's GitHub streak

Ayush Kumar's contribution graph

My Contributions

GitHub contribution snake

Open Source Activity

I am building my open-source track across developer tooling, AI infrastructure, data systems, documentation, and creative coding projects.

Area Repositories and contribution targets
Developer tooling Google Gemini CLI, Vitest, OpenTelemetry JS
AI and agents Pydantic AI, Engram, CDLI MCP Server
Web and frameworks Svelte, Processing Website, Zulip
Data and infrastructure CDLI, OpenTelemetry, SENTINEL

Selected contributions

  • Contributed 10 merge requests to CDLI, with 5 merged, improving repository tooling and data-processing workflows.
  • Contributed 4+ pull requests to Google Gemini CLI, including WSL shell execution routing fixes and trusted tool configuration work.
  • Fixed a Processing website UI bug around incorrect search placeholder behavior.
  • Currently working through public PRs and forks across OpenTelemetry JS, Vitest, Svelte, Pydantic AI, Zulip, and other tooling repos.

Tech Stack

Languages

Python TypeScript JavaScript C++ Java C

Backend and APIs

FastAPI Node.js Express REST APIs WebSockets JWT Celery

Frontend

Next.js React Tailwind CSS Vite D3.js

AI / ML

PyTorch Transformers scikit-learn LangChain OpenAI API NumPy Pandas

Databases, Cloud, and Tools

PostgreSQL Redis MongoDB MySQL AWS Docker GitHub Actions Linux Git


Featured Projects

Project Focus Stack
Engram Self-hostable AI memory layer that retrieves, injects, extracts, and syncs durable user context across LLM clients. Live demo FastAPI, pgvector, MCP, Next.js, TypeScript
SENTINEL Multi-agent market microstructure simulator for liquidity-crisis prediction, large-order detection, and live order-book analytics. Live demo Python, FastAPI, Next.js, WebSockets, XGBoost, scikit-learn
EquityFlow Real-time paper-trading simulator for stocks, F&O, and commodities with broker data, portfolio tracking, and trading-desk controls. Live demo Next.js, React, TypeScript, FastAPI, Python, broker APIs
Parkinson's Disease Screening Transformer-based clinical classification pipeline trained on 42k+ patient records with a Flask inference API. PyTorch, Transformers, LightGBM, Flask, CUDA
Occasio Event-management and booking platform with publishing, payments, QR tickets, check-in, analytics, teams, and certificates. Live demo React, Vite, Node.js, Express, Prisma, PostgreSQL, Redis
CDLI MCP Server MCP server for searching and working with CDLI artifact data through agent-compatible tools. TypeScript, MCP, APIs

Currently Exploring

  • AI memory systems, LLM tool calling, MCP clients, and RAG pipelines.
  • Real-time trading systems, market microstructure, and low-latency dashboards.
  • Distributed systems, event-driven architecture, queues, and production-style observability.
  • Open-source CLI tooling, developer experience, and infrastructure workflows.

Profile views

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  1. Equityflow Equityflow Public

    TypeScript

  2. Occasio Occasio Public

    JavaScript

  3. PRISM PRISM Public

    Python

  4. SENTINEL SENTINEL Public

    Python 3