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av1choudharyy/README.md

Hi, I'm Abhishek Choudhary

Bangalore | Building Aryra | Senior Engineer

Python JavaScript TypeScript Kotlin React React Native Next.js FastAPI Node.js PostgreSQL Redis MongoDB DynamoDB MySQL SQL Server Neo4j AWS S3 Lambda API Gateway Bedrock GCP Cloud Storage Vertex AI Anthropic OpenAI Ollama Docker Grafana Prometheus OpenTelemetry

Either build it, or watch someone else build it.

GitHub Contribution Graph


What I'm Building

Aryra — AI assistant for your entire work stack

Built from scratch — no LangChain, no LangGraph. Connect your work tools, upload your files, and ask anything. It reads your emails, checks your tickets, reviews pull requests, and searches the web — all from one chat window.

Chat & Ask Ask anything conversational or task-based. Aryra reasons across your connected tools — searching emails, fetching Jira issues, reading Confluence pages, looking up Slack threads — and responds in one clean answer. Attach files (PDFs, images, spreadsheets, audio, video) and it analyzes them inline.

Deep Research Give it a research question and it may ask clarifying questions first, then builds a plan, researches each subtopic in parallel, detects contradictions across sources, reviews quality, catches weak sections, and produces a structured report with cited sources. You watch it work in real time — topics update live as each thread completes. The final report is properly structured with an executive summary, sections, cross-cutting insights, and a source list.

Talk Mode Press the mic and have a natural voice conversation. Aryra detects when you stop speaking automatically — no push-to-talk. It transcribes, thinks, and responds out loud, with each word highlighted as it's spoken. Works for quick questions or extended back-and-forth.

Connected to your tools Connect once and Aryra can act across your entire stack:

Email & Calendar Gmail, Google Calendar, Outlook
Communication Slack, Microsoft Teams
Dev Tools GitHub, GitLab, Bitbucket, Jira, Linear
Docs & Storage Confluence, Notion, Google Docs, Google Drive, Google Sheets, OneDrive
CRM Salesforce, HubSpot
Support Zendesk
Observability Datadog, Sentry, PagerDuty
HR BambooHR, Workday, greytHR

For teams Organisations get a shared knowledge platform — every connected tool gets indexed, access-controlled, and made searchable. Ask Aryra about a teammate's PR, a Jira sprint, or a Confluence doc — it knows.


Open Source

  • bitbucket-mcp — MCP server for Bitbucket: list, review, and manage PRs
  • mssql-mcp — MCP server for SQL Server (cross-platform SQL auth + Windows auth)

What I'm Doing

  • Running Aryra's beta at aryra.ai
  • Building an enterprise knowledge platform — org-connected AI that indexes your entire company
  • Shipping open source MCP servers for developer tooling

Resume

📄 Download Latest Resume (PDF)

Auto-generated from the resume repo on every push to main.


Connect

LinkedIn Email GitHub

Under the hood
  • Custom agentic loop built from scratch — no LangChain, no LangGraph
  • Provider abstraction — one env var switches between AWS and GCP for the entire cloud stack
  • pgvector semantic search with HNSW indexing
  • Self-hosted observability: OpenTelemetry → Grafana → Loki + Tempo + Prometheus
  • Multi-LLM routing: Anthropic, AWS Bedrock, Google Vertex AI, OpenAI, Ollama

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