AI Agents & Automation
Tool-calling agents that run real workflows — orchestration, guardrails, retries and tracing. From idea to production.
- Multi-agent orchestration
- Tool & API integrations
- Guardrails + retries
- Tracing & cost caps
// what i offer
Services
From a first prototype to a system in production — here's how I can help you ship AI that actually works.
GenAI & LLM Apps
Chatbots, copilots and LLM features wired into your product — streaming, function calling, evals.
- Streaming chat UIs
- Function / tool calling
- Prompt + eval harness
- Provider routing
RAG & Retrieval Systems
Answer from your own documents, not vibes. Chunking, embeddings, reranking and an eval harness that proves it works.
- Ingestion pipelines
- Embeddings + vector DB
- Reranking & citations
- Retrieval evals
Full-Stack Development
The product around the model — fast APIs, clean interfaces, and the infra that ships it.
- APIs (FastAPI / Node)
- React / Astro frontends
- Auth & databases
- Dashboards
MLOps & Deployment
Serve models at sane latency and cost — containers, pipelines, monitoring and CI/CD.
- Containerized serving
- CI/CD pipelines
- Monitoring & alerts
- Autoscaling
Data & ML Engineering
Pipelines, training and fine-tuning for what a prompt can't fix. Clean data in, reliable models out.
- Data pipelines
- Training & fine-tuning
- Feature stores
- Model evaluation
// specializations
What I build most
RAG Systems AI Agents Multi-Agent Systems Autonomous Agents Voice Agents System Design 
OpenClaw Agents 
Hermes Agent
OpenClaw Agents Hermes Agent // hire me
Work with me
Pick the way that fits — fixed-scope gigs or ongoing contract work.
// how i work
From idea to production
01
Discover
We scope the problem, success metrics, data and constraints — so we build the right thing.
02
Design
Architecture, model + retrieval strategy, and an eval plan before a line of production code.
03
Build
Iterative delivery with working demos — accuracy, latency and cost treated as features.
04
Ship
Deploy with monitoring, tracing and docs — plus a clear path to iterate after launch.
// kind words
What people say
Feedback from the teams and founders I've built AI systems with.
Junaid shipped our RAG assistant end-to-end — retrieval quality was the difference between a demo and something our team actually trusts.
Rare to find someone who can train the model and build the product around it. Clean APIs, real evals, no hand-waving.
The agent he built runs unattended every night. Guardrails, retries, tracing — it just works, and when it doesn't we know why.
Fast, communicative, and obsessed with latency and cost. Our inference bill dropped while quality went up.
Junaid shipped our RAG assistant end-to-end — retrieval quality was the difference between a demo and something our team actually trusts.
Rare to find someone who can train the model and build the product around it. Clean APIs, real evals, no hand-waving.
The agent he built runs unattended every night. Guardrails, retries, tracing — it just works, and when it doesn't we know why.
Fast, communicative, and obsessed with latency and cost. Our inference bill dropped while quality went up.
// service questions
Before you hire me
How do we start a project?+
A quick call or message to scope the goal, data and constraints — then you get a clear proposal with milestones, timeline and price before any build starts.
What's a typical timeline?+
A working prototype usually lands in 1–2 weeks. Production systems (RAG, agents, full-stack apps) typically take 4–8 weeks depending on scope and integrations.
How does pricing work?+
Fixed-scope gigs run through Fiverr, hourly and long-term contracts through Upwork or direct. Larger builds are split into milestone payments — no surprises.
Can you join an existing team or codebase?+
Yes — remote-first and comfortable plugging into your repo, workflow and review process. I ship in your stack, not around it.
What happens after launch?+
Every delivery includes monitoring hooks, docs and a handover walkthrough — plus an optional support window to iterate once real users hit the system.
Have a project in mind?
Tell me what you're building — I'll tell you the fastest path to shipping it.
