IND · BITS Pilaniopen 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.

36projects shipped
6domains
10agent systems
2023shipping 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.

02Skills — with receipts
Agents & LLM Systemsthe core focus
Multi-agent pipelinesMCPTool callingClaude APIGeminiGroqLangGraphLangChainVoice agents · LiveKitRAG · ChromaDB
12 projects
Preflight, ClinicFlow…
Evals & Reliabilitywhat makes agents shippable
Agent evalsOpenTelemetry tracingLangSmithRL environments · OpenEnvCI regression gatesDeterministic guardrailsPrompt-injection defenseSigNoz / ClickHouse
6 projects
Preflight, ReviewGrid…
Languagesdaily drivers first
PythonTypeScriptJavaScriptJavaSQLC#
14 Python · 11 TS
Backend & Infra
FastAPINode / ExpressSpring BootPostgresSupabaseMongoDBDockerGitHub ActionsAWSasyncio / TCP
15 projects
Frontend
Next.jsReactTailwind CSSReact NativeChrome Extensions · MV3
9 projects
03Selected projects
001

CI gate that catches AI agent regressions before they ship.

PythonOpenTelemetrySigNozClickHouseMCPClaude APIDocker ComposeGitHub ActionsYAML
2026
code ↗demo
002

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

PythonLiveKitDeepgram STTGroqNumik TTSFastAPISQLModelSQLiteNext.jsTypeScript
2026
code ↗demo
003

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

PythonGemini APIgoogle-genaiSSEsubprocess/gitthreadingPlaywrightHTML/CSS/JS
2026
code ↗demo
004

Multi-agent Indian equity research desk with human approval checkpoints.

LangGraphNext.jsTypeScriptFastAPIChromaDBONNXLangSmith
2026
code ↗live
005

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

Next.jsTypeScriptTailwind CSSMCPGroqOpenAI Tool Format
2026
code ↗live
006

Agent-callable code review skill returning a deterministic verdict.

TypeScriptDenoBase44Static AnalysisAgent Skills
2026
code ↗live
007

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