// i design the system, then i ship it
AI Engineer
ai solution architect · gtm engineer · harness engineer · physical ai
remote worldwide · currently ai engineer @ tap innovations (us) · uk patent holder
ai agents/voice agents/whatsapp bots/rag/mcp servers/lead gen/automation/integrations/ros2/physical ai
what i build for you
/ servicesEnd-to-end: I scope the system, choose the models, build it, and hand you something your team can run. Fixed-scope builds or ongoing retainers.
01AI Agents & Chatbots
+
Customer-facing assistants that answer from your own content instead of hallucinating. Embeddable widgets, multi-turn tool use, and a clean handoff to a human when it matters.
shipped: Chatter AI · ChatterCraft AI · LawGPT · LawGuru
- Embeddable support & sales chatbot
- Multi-step agents with tool calling
- Guardrails, evals and fallback handling
- Analytics on what users actually ask
02WhatsApp & Chat Agents
+
Your customers already live on WhatsApp. AI agents that answer there — domain-trained, always on, and cheap enough to run on a small VPS instead of a GPU cluster.
shipped: NBC 2016 WhatsApp assistant · FactoryBrainAI WhatsApp alerts · Chatter AI
- WhatsApp Business API agents
- Domain-trained assistants over your own docs
- Order, booking and support flows
- Live alerts and shift reports pushed to WhatsApp
- Web chat widget from the same brain
03AI Voice Agents
+
Phone agents that hold a real conversation in Hindi and English — qualifying leads, booking appointments and handling inbound calls without a queue.
shipped: Mona @ RnDynamos Labs · bolna-ai/bolna · ArduPilot Assistant
- Inbound & outbound calling agents
- Lead qualification and appointment booking
- Telephony integration (Twilio / Plivo)
- Call transcripts, summaries and CRM sync
04GTM Engineering & Lead Generation
+
The go-to-market machine, built like software: enriched lead lists, personalised cold outreach at volume, and instrumentation so you know what actually converts.
shipped: Lead Enrichment Tool · Automechnica outreach server · Daily cold email engine
- Lead scraping & AI enrichment pipelines
- Personalised cold email at scale, with caps & suppression
- Outbound sequencing and deliverability setup
- Funnel dashboards and reply attribution
05Workflow Automation
+
The boring, expensive, manual work — gone. Internal tools, Slack bots, scheduled jobs and n8n pipelines that quietly run the business.
shipped: slack-claude · AI DevOps Agent · Cloudflare Tunnel + n8n @ Data Alt Dynamics
- n8n and custom pipelines across your stack
- Slack and WhatsApp bots for internal ops
- Document, spreadsheet and reporting automation
- Secure remote access and cloud sync
Scope call
Book 30 minutes at cal.com/ayuugoyal. You tell me the problem; I tell you straight whether AI is the right answer, what it would take, and what it would not solve.
Build
Fixed scope, working software early. You see progress continuously instead of waiting through a long silent build, and you can steer it.
Ship & hand over
Deployed, documented, and handed to your team — or kept on a retainer if you would rather I keep running it.
the lore
/ aboutAI engineer, but make it physical. I got bored of things that only live in a browser tab, so now I build Physical AI — real GenAI in prod, wired straight into hardware that moves. No demos that only work on my laptop.
- cooking
- AI harness systems @ TAP Innovations
- obsessed w/
- agentic systems + Physical AI
- shipping
- RAG, MCP servers & voice agents in prod
- open for
- freelance builds, retainers, weird hardware
the receipts
/ projectsAI Agents & Automation
AI DevOps Agent
An AI-native DevOps engineer. Connects to any cloud or server from Slack, terminal or Claude Desktop through the official MCP SDK — 67+ AWS MCP servers, Docker, and a Slack bot front end.
slack-claude
Control Claude Code from Slack. Mention the bot on a bug report and it investigates, fixes it in an isolated git branch and raises a GitHub PR — without anyone leaving the channel.
QuickDocs
Instant docs for any service. CLI + MCP server powered by llms.txt — pull documentation for any library or API in seconds, straight from your terminal or your agent. No more 40 open tabs.
Chat & Voice Agents
NBC 2016 WhatsApp Assistant
A WhatsApp AI agent that answers National Building Code (Part 4) questions over the client's own documentation. FastAPI + Gemini with a comprehensive domain prompt instead of a vectorstore, tuned to run on a low-resource VPS. Private client work.
AI Products
GTM & Growth
Cold Outreach Engine
Personalised cold email at volume, built for RnDynamos Labs. Standard-library Python only — web UI, SMTP sender, scheduler, per-vertical templates, daily send caps, suppression lists and a full sent log.
Physical AI / Robotics
BCN3D Moveo Control System
Full control system for the BCN3D Moveo 6-DOF robot arm — Next.js web UI, ROS2 integration, Arduino firmware. Real-time WebSocket comms, joint + cartesian control modes, 3D visualisation and health monitoring.
Sensor Dash — IoT Factory Server
Raspberry Pi sensor server for live factory visibility. FastAPI with WebSocket streaming, Arduino integration for analog sensors, DHT / BH1750 / MCP3008 over I2C and SPI, and a Next.js dashboard on top. Private client work.
SCARA Robot
Control system for a 4-axis SCARA robot — Express.js API, Next.js frontend, Arduino Mega firmware. Precise motion control you can run remotely from a browser tab.
where i've been cooking
/ experienceTAP Innovations
Loadshare Networks
Data Alt Dynamics
Physics Wallah
Bharat Electronics Limited
free labor era
/ open source- aAI agent platform — MCP servers, multi-LLM orchestration, RAG knowledge connectors & embeddings. Shipped the Notion connector, Gemini embeddings, SharePoint & OneDrive connectors, an OAuth proxy fix, and recursive subfolder traversal across 6 PRs. Maintainers paid out $400 in bounties. Big W.
archestra-ai/archestra
- bOpen-source voice AI agent framework (telephony, LLM, TTS pipelines). Killed the duplicate .env situation in the telephony server Dockerfiles (Twilio & Plivo) by centralising config through the docker-compose env_file directive. Small PR, big ick removed.
bolna-ai/bolna
certified inventor arc
/ patents- 3UK Design Registration for an industrial robotic end-effector: a pneumatically actuated four-finger gripper that grabs objects of basically any shape or size. Adaptive robotics for manufacturing, officially on record.
3D Printed, Pneumatically Actuated Four-Finger Adaptive Gripper
the arsenal
/ skillsAI Agents & Orchestration
10+
LangGraph · LangChain · Multi-Agent Systems · Tool / Function Calling · Agent Memory & State · Human-in-the-Loop · MCP Servers · Claude Agent SDK · Structured Output · Browser & Computer Use
LLMs & Model Layer
10+
Anthropic Claude · OpenAI GPT · Google Gemini · HuggingFace · Ollama · Open-Weight Models · Prompt Engineering · Fine-Tuning & LoRA · Function Schemas · Streaming & Token Budgeting
RAG & Knowledge
11+
Retrieval-Augmented Generation · Agentic RAG · Embeddings · Vector Databases · FAISS · pgvector · Pinecone · Hybrid & Semantic Search · Chunking Strategies · Reranking · Citations & Grounding
Voice & Conversational AI
8+
AI Voice Agents · Speech-to-Text · Text-to-Speech · Telephony (Twilio / Plivo) · Real-Time Streaming · Hindi & English Bilingual · Call Summarisation · WhatsApp Bots
LLMOps & Evaluation
8+
LangSmith · Tracing & Observability · Eval Suites · Prompt Versioning · Guardrails · Prompt-Injection Defence · Cost & Latency Optimisation · Caching
GTM & Growth Engineering
9+
Lead Generation Pipelines · AI Lead Enrichment · Cold Email Automation · Outbound Sequencing · Deliverability & Suppression · CRM Integration · Funnel Analytics · Generative Engine Optimisation (GEO) · Technical SEO
Integrations
17+
REST & GraphQL APIs · OAuth 2.0 & API Auth · Webhooks & Event-Driven Sync · Slack API · WhatsApp Business API · Twilio / Plivo · Gmail & SMTP · Google Workspace & Calendar · Notion API · SharePoint & OneDrive · Google Drive · GitHub API · Firebase · Clerk Auth · CRM & Helpdesk Sync · ETL & Data Migration · Rate Limiting & Retries
Automation & Scripting
18+
n8n · Zapier / Make · Python Automation Scripts · Bash & Shell Scripting · Slack Bots (Bolt) · WhatsApp Business API · Webhooks & Event Pipelines · Cron & Scheduled Jobs · Celery & Task Queues · Playwright / Puppeteer · Web Scraping · Pandas & Excel/CSV Pipelines · Google Workspace & Apps Script · Notion / SharePoint / OneDrive APIs · Cloudflare Tunnel · OAuth & REST Integration · PM2 & systemd Services · ComfyUI Workflows
Physical AI & Robotics
11+
ROS2 Humble · ROSBridge · MAVLink / ArduPilot · Arduino & Embedded C++ · Raspberry Pi · Stepper & Motion Control · URDF & Simulation · Computer Vision · Sensor Fusion & IoT · OEE Dashboards · 3D Printing (FDM / Resin)
Languages
8+
Python · TypeScript · JavaScript · C++ · Rust · Go · SQL · Bash
Backend & Frameworks
10+
Next.js · React · FastAPI · Flask · Express.js · Node.js · REST APIs · GraphQL · WebSockets · Server-Sent Events
Data & Infrastructure
12+
PostgreSQL · MongoDB · MySQL · Redis · Drizzle ORM · Prisma ORM · Docker · AWS · Azure · Vercel · Nginx · CI/CD
AI Dev Tools
6+
Claude Code · Cursor · Antigravity · GitHub Copilot · v0 · Agentic Coding Workflows
hit me up
/ contactgot something that needs a brain?
Agent, voice bot, RAG system, outbound machine, or a robot arm — tell me what you're trying to build and I'll tell you straight whether it's worth it. I reply to everything that isn't a recruiter copy-paste.