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// résumé

Sairam Resume

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Sairam Ugge

GenAI & Backend Engineer · Ascendion

Hyderabad, India · uggesairam0000@gmail.com · GitHub · LinkedIn · npm · PyPI · Dev.to · Substack

I build production multi-agent LLM systems and the event-driven backends behind them.

2K+ daily users (Pensieve)
3K+ daily users (AAVA Code · 5+ clients)
16 open-source repos (AI infrastructure)

Production Work

Pensieve

Co-built · production-hardened

AI Process-Orchestration Engine · Ascendion

2K+ daily users across domainsHITL approval gatesMulti-cloud governed LLM routing

AAVA Code

Co-built · architected the backend

AI Coding Plugin for VS Code · Ascendion

3K+ daily users5+ client environments150+ skills · 40+ tools · ~60 commands

Wireframe Generator

Co-built · production-ready

GenAI Wireframe Generator · Ascendion

40% fewer UX iteration cycles (5 rounds → 3)60% faster prototyping500+ users daily

Prompt-to-React

Co-built · production-ready

Prompt-to-React Code Generation · Ascendion

50% less frontend dev time (2 days → 1 per feature)55% less manual coding effort2K+ developers50+ teams

Execution Engine

Co-built

Prompt-Driven Execution Engine · Ascendion

1.5h → 15m workflow planning time65% → 85% first-pass acceptance1.5K+ users

Open-Source Projects

Kelvran

Platform, Guardrails & Observability

Self-hosted Go LLM gateway with a correctness-gated cache and per-run cost attribution

toolwarrant

Platform, Guardrails & Observability

Approve one exact MCP tool-definition digest; the gateway lists only tools that match it

Cost Guard MCP

Platform, Guardrails & Observability

Fail-closed query-cost guardrails for AI agents on BigQuery, Snowflake and Databricks

prompt-lift

Tooling & Lab

Claude Code mod: one press rewrites a vague prompt from your CLAUDE.md and skills

RateCap

Platform, Guardrails & Observability

Recreation of Stripe's four-tier rate limiter and load shedder, as a Go sidecar and core

Trelix

Code Intelligence & Engines

Offline code intelligence engine — Tree-sitter indexing, hybrid BM25+vector+grep search

Tombstone

Agent Frameworks & Infrastructure

Production intelligence layer for 5,000+ feature flags.

MindForge

Agent Frameworks & Infrastructure

Agentic-intelligence framework for Claude Code.

tracehub-mcp

Platform, Guardrails & Observability

Read-only MCP server for querying LLM traces across eight OpenTelemetry backends

Anvilry

Tooling & Lab

Portfolio with four switchable views and a read-only MCP server over one MDX source

Agent-Forge

Agent Frameworks & Infrastructure

Self-improving AI agent infrastructure.

Graph-Forge

Code Intelligence & Engines

AI-native distributed code-intelligence platform.

Inkforge

Tooling & Lab

Notes, topics, or code → published technical articles.

ContextOS

Agent Frameworks & Infrastructure

Intelligence layer for autonomous AI agents.

ag-bash

Code Intelligence & Engines

AI-native bash interpreter, in TypeScript.

CommandVault

Tooling & Lab

Universal AI command manager.

Daily Dose

Tooling & Lab

AI-curated daily tech digest: four sources, one batched Bedrock call, per-run cost ledger

nh-deck

Tooling & Lab

Local-first CLI that turns one Markdown file into a presentable slide deck

Skills

LanguagesPython, Go, TypeScript
GenAILLM Agent Orchestration, Multi-Agent Systems, RAG, Prompt Engineering, crewAI, Vector DBs & Embeddings
Backend & DistributedFastAPI, gRPC, REST, GraphQL, Microservices, Event-Driven
Data & MessagingPostgreSQL, MongoDB, Redis, ChromaDB, Apache Kafka, Redis Streams, SSE, WebSockets
Cloud & OpsAWS, Docker, Kubernetes, CI/CD, OpenTelemetry, Prometheus, Grafana
FrontendReact, Angular, Next.js, Tailwind CSS

Recognition

  • Google Code Jam 2023— AIR 420 · 3,687 / 85,000+
  • Meta Hacker Cup 2022— 4,048 / 70,000+
  • Flipkart GRiD 2022— Top tier · 1,325 / 40,000+
  • Institute Rank 1— GeeksforGeeks & InterviewBit
  • Mentored 250–300 students— Data Structures & Algorithms

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Sairam Resume↗