IND · BITS Pilani●open to AI engineering roles

AI Engineer

I build the layer between raw language models and working products - agent pipelines, RAG systems, and the observability and evals that make them reliable enough to ship.

View projectsGitHub ↗hello@ishanavasthi.in
33projects shipped
6domains
12agent systems
2023—shipping since
01About

I'm a CS undergrad at BITS Pilani working on AI engineering. I build pipelines that retrieve the right context, agents that take actions, and tooling that makes the whole thing reliable. I care about testing things properly, making systems easy to work with, and shipping stuff that holds up in the real world.

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@ishanavasthi on GitHub ↗
02Skills — with receipts
Agents & LLM Systemsthe core focus
Multi-agent pipelinesMCPTool callingClaude APIGeminiGroqLangGraphLangChainVoice agents · LiveKitRAG · ChromaDB
15 projects
Agent Store, Preflight…
Evals & Reliabilitywhat makes agents shippable
Agent evalsOpenTelemetry tracingLangSmithRL environments · OpenEnvCI regression gatesDeterministic guardrailsPrompt-injection defenseSigNoz / ClickHouse
9 projects
Agent Store, Preflight…
Languagesdaily drivers first
PythonTypeScriptJavaScriptJavaSQLC#
14 Python · 13 TS
Backend & Infra
FastAPINode / ExpressSpring BootPostgresSupabaseMongoDBDockerGitHub ActionsAWSasyncio / TCP
15 projects
Frontend
Next.jsReactTailwind CSSReact NativeChrome Extensions · MV3
9 projects
03Selected projects
001
Agent Store

Merchant-side agentic commerce: messy captions in, buyable MCP catalog out.

TypeScriptExpressMCP SDKDrizzleNeon PostgresRazorpayReactViteVitestRailway
2026
code ↗live ↗
002
ClinicFlow

Real-time AI voice receptionist for clinics, with a live operator dashboard.

PythonLiveKitDeepgram STTGroqNumik TTSFastAPISQLModelSQLiteNext.jsTypeScript
2026
code ↗demo ↗
003
AlphaDesk

Multi-tenant portfolio analyzer for Indian investors, narrated by agents that can't invent a number.

LangGraphFastAPINext.jsTypeScriptClerkNeon PostgresSQLModel + AlembicIND Money MCPOpenAIGroq
2026
code ↗live ↗
004
Preflight

CI gate that catches AI agent regressions before they ship.

PythonOpenTelemetrySigNozClickHouseMCPClaude APIDocker ComposeGitHub ActionsYAML
2026
code ↗demo ↗
005
AgentGrid

Nine Gemini agents take an issue from bug report to merged PR, unattended.

PythonGemini APIgoogle-genaiSSEsubprocess/gitthreadingPlaywrightHTML/CSS/JS
2026
code ↗demo ↗
006
Swiggy Claw

Order food, groceries, and tables in plain English over Swiggy's MCP platform.

Next.jsTypeScriptTailwind CSSMCPGroqOpenAI Tool Format
2026
code ↗live ↗
007
ReviewGrid

Agent-callable code review skill returning a deterministic verdict.

TypeScriptDenoBase44Static AnalysisAgent Skills
2026
code ↗live ↗
008
Verdict Desk

Grades student code in a hardened Docker sandbox, and no AI answer reaches a student until a teacher approves it.

Next.js 15NestJS 11TypeScriptPostgreSQLPrismaDockerpnpm workspaces
2026
code ↗
04Contact

Building something with agents?
Let's talk - hello@ishanavasthi.in