AI Engineer · Full-Stack · Builder
India / Remote

You don't need
a team.
You need me.

Boring Workflows. Early-stage, four people, no playbook. I owned the architecture, the AI, the infra, and the demo. Whatever needed to exist, I built it.

See what I shipped
Deepam Goyal · source-of-truth
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How I think

Wired to think
like a
builder.

"The architecture decision I'm most proud of isn't the one I made — it's the one I talked us out of. We saved three weeks by not building the wrong abstraction."
— On a SWARM refactor that didn't happen
01 —
Full-stack ownership
At an early-stage startup there's no "infra person." You either own the whole thing or nothing gets built.
02 —
Speed with judgment
The system that ships in week 2 still needs to be understood in week 10 — by me, or by whoever comes next. Speed without that isn't speed, it's debt.
03 —
Integration-first thinking
LLMs in notebooks aren't products. Products are wired to Jira, Outlook, WhatsApp, and real systems. I've done that wiring — not theoretically.
04 —
Product sense
I know what founders actually need to hear — and how that differs from what sounds technically impressive.
Work · Internship & Projects

Things I've actually built

← Drag to explore →
01
Multi-AgentEKS · K8sInternship

SWARM

Most "multi-agent" projects are two LLM calls in a trenchcoat. SWARM runs each agent in its own Kubernetes pod, spawned on demand, wired to real enterprise systems — Jira, Outlook, internal ticket queues. Ticket triage, email routing, network fault resolution.

Google ADKLangGraphTerraformLiteLLMEKS
Telecom AI startup · SG
02
AI Product100k+ scaleInternship

AutoCLM

Telcos blast the same SMS to 100,000 people and call it personalisation. AutoCLM is the alternative — continuous 1:1 WhatsApp conversations, each customer on their own AI-planned journey arc. Built the full stack: backend, WhatsApp integration, team-facing dashboard, and five realistic customer personas for demo.

LangGraphWhatsApp APIReactFastAPI
Telecom CLM demo · postpaid
03
AI InfraHybrid SearchInternship

Info Repo v2

"Close enough" isn't acceptable when an AI is quoting plan prices to real customers. I scrapped v1 and rebuilt — hybrid dense+BM25 retrieval, RRF fusion, Cohere reranking, LLM-generated chunk labels. Four content zones, approval loop for all ingested data, soft deletes only.

QdrantBM25+RRFCohereFastAPIMinIO
RAG backend · no hallucinations
Personal projects
04
RAG · InsurancePersonal

Insurance RAG

A retrieval system for insurance policy documents — the kind of dense, jargon-heavy text where standard chunking falls apart. Built to answer real coverage questions accurately, not confidently-wrongly.

LangChainQdrantFastAPIPython
Personal project
05
Go · MicroservicesPersonal

Go gRPC Microservices

Built a distributed system in Go to learn gRPC and GraphQL properly — not a tutorial clone, but something with real service boundaries, protobuf contracts, and an API gateway. The kind of project you build when you want to understand the seams.

GogRPCGraphQLProtobuf
Personal project
+ more
WebRTC object detection
Micro ADK framework
PDF extractor
FluxShare · RakshaChakra
Stack

Everything I've
shipped with

LangGraphGoogle ADKKubernetesTerraformGoPythonTypeScriptFastAPI LangGraphGoogle ADKKubernetesTerraformGoPythonTypeScriptFastAPI LangGraphGoogle ADKKubernetesTerraformGoPythonTypeScriptFastAPI
QdrantBM25+RRFCohere RerankOpenRouterLiteLLMAWS EKSMinIOPostgres QdrantBM25+RRFCohere RerankOpenRouterLiteLLMAWS EKSMinIOPostgres QdrantBM25+RRFCohere RerankOpenRouterLiteLLMAWS EKSMinIOPostgres
ReactgRPCGraphQLWebRTCJira WebhooksSvixAgentMailWhatsApp API ReactgRPCGraphQLWebRTCJira WebhooksSvixAgentMailWhatsApp API ReactgRPCGraphQLWebRTCJira WebhooksSvixAgentMailWhatsApp API
Open source

I contribute to
things that matter.

Merged PRs on real codebases — features, fixes, and reliability — not drive-by typo PRs for green squares. Every repo below reviewed my code against engineers worldwide.

docker/docker-agent
Primary focus Active contributor

A production AI agent codebase used by developers worldwide — CI on Linux and macOS, real code reviews, engineers from across the ecosystem. 15+ merged PRs, not one-liners.

  • Background job management for shell toolset (run, list, view)
  • Filesystem tools that respect .gitignore rules across all operations
  • Auto directory creation in write_file for nested paths
  • Resize handle + mouse wheel scrolling for TUI input editor
  • /yolo command to toggle tool approval at runtime
  • robots.txt compliance for the built-in fetch tool
  • Agent commands palette via Ctrl+P in TUI
2.8k
Stars
live from GitHub
Contributor rank: Top 10
Merged PRs: 15+
Review cycles: real engineers
View merged PRs
akuity/kargo
~6k

Added semverParse() expression function — 18 reviewers on the PR.

GitOps · CD
stacklok/toolhive
1.7k

Fixed K8s operator ProxyMode bug. Added OpenTelemetry trace propagation to proxy.

MCP · Security
vllm-project/aibrix
~2k

Fixed Kubernetes 63-char resource name limit by shortening hash length.

LLM Infra
kubernetes/autoscaler
~8k

VPA feature gate support for local dev deploy. Kubernetes org — the bar is real.

Kubernetes
24+
Merged PRs
across OSS repos
Top 10
Contributors
docker/docker-agent
6+
Production repos
real review cycles
Contact
Let's
build
something
real.

I don't need a title or a large team. I need a problem worth solving and room to solve it properly. If that's where you are, I want to hear about it.

deepam02goyal@gmail.com → LinkedIn → GitHub →
Availability snapshot
StatusOpen to offers
TypeFull-time · Contract
LocationIndia / Remote
NoticeImmediate
Ideal team size2–20 people
What I won't doCRUD apps. Pure PM roles.