Automation Systems
I connect your scattered tools — forms, spreadsheets, email, WhatsApp — into reliable workflows with clear ownership. No more manual handoffs, no more things falling through cracks.
AI systems built to run your business.
I engineer the agent pipelines, integrations, and full-stack builds your team needs to scale.
Currently taking 1–2 new projects
startup-pipeline
Orchestrator
0s
Merge detected on main
Build Agent
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Compiling and bundling
Test Agent
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Running integration suite
Deploy Agent
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Pushing to production
OpenAI
Anthropic
LangChain
Docker
GitHub Actions
WhatsApp
Meta
Google Sheets
Gmail
Zapier
What I Build
Built for how you actually work.
For Growing Businesses
AI Assistants
I build assistants trained on your business: one that handles support tickets, one that tracks invoices, one that briefs you each morning on what needs attention. They work while you sleep.
Social Media Systems
I replace the scramble of daily posting with a content operating system — planned calendars, drafted captions, approval flows, and a weekly brief showing what actually generated leads.
For Startups & Product Teams
Agent Development
I design and build multi-agent pipelines end-to-end — from orchestration logic and tool-use to memory layers and human-in-the-loop gates. Production-grade, not prototype demos.
AI Integration
I wire LLM capabilities directly into your product: streaming completions, RAG pipelines, structured outputs, evals, and the observability stack to keep it reliable in production.
DevOps & Delivery
I set up the infrastructure your team ships on — Docker, GitHub Actions, staging environments, zero-drama deploys, and monitoring so you know before your users do when something breaks.
Portfolio systems
Products with AI assistant layers built in.
A selection of recent work — client details protected under NDA.
Series-A Fintech — Startup
AI Compliance Pipeline
Built a multi-agent system that monitors transactions in real time, flags regulatory anomalies, and routes cases for human review — cutting compliance review time by 70%.
Product Team — Startup
DevOps & CI/CD Automation
Designed and implemented a GitHub Actions pipeline with Docker-based staging environments, automated test gates, and zero-downtime deploys — shipping cycle dropped from 3 days to 4 hours.
Retail Chain — SME
WhatsApp Workflow Automation
Automated the full order-confirmation and customer-support loop via WhatsApp — from stock queries and delivery updates to escalation routing — handling 800+ messages a day without staff involvement.
Service Business — SME
Social Media & CRM Integration
Connected Instagram, Facebook, and a Google Sheets CRM into a single automation — leads captured from DMs and comments flow directly into the pipeline with follow-up sequences triggered automatically.
About
You work directly with me.
I'm Manik — an AI engineer and automation builder with 5+ years building AI systems and automation pipelines for startups and growing businesses. I work across the full stack: agent orchestration, LLM integration, DevOps, and the last-mile integrations that actually get adopted.
When you hire me, there are no account managers, no junior devs handling your project, and no one translating your requirements across three time zones. You get direct access to the person writing the code.
5+ years in AI engineering
Fintech, SaaS, retail & e-commerce
Claude, GPT-4, LangChain, OpenAI
Docker, GitHub Actions, Netlify, Zapier
How we work
From first conversation to shipped product.
Discovery
We start with a focused async brief — you fill in a short doc, I dig into your stack and goals. No 90-minute intro calls. Within 48 hours I'll have read everything and come back with the right questions.
Scope
I map the exact deliverables, timeline, and tech choices. You get a clear written scope — no surprises mid-build. If anything changes, we adjust the scope in writing before touching code.
Build
I build in short, shippable increments. You get a weekly Loom walkthrough of what's done and what's next — so you're never guessing where the project stands. No waiting for a big reveal.
Ship
Production deployment, handoff documentation, and a recorded walkthrough you keep forever. If you have a dev team, I make sure they can own it. If you don't, I make sure you can.
Iterate
Most projects improve fastest in the first weeks after launch. I stay engaged — monitoring for issues, acting on real usage data, and extending what's working. This is a product partnership, not a project handoff.
Work together
Ready to build something?
I work with a small number of clients at a time so every engagement gets my full attention. If the timing is right, let's talk.
Currently taking 1–2 new projects
Book a discovery call
Prefer to reach out first?