I build AI-powered GTM systems that make lean sales teams unstoppable.
8 years of production AI/ML engineering, now applied to revenue automation. Lead enrichment agents, personalized outbound at scale, RAG-powered knowledge systems — real infrastructure, not no-code toys.
Production-grade AI systems for revenue teams.
Not prototypes — real infrastructure.
AI-Powered Outbound System
Automated prospect research, enrichment, scoring, and personalized multi-channel outbound. Your SDR team's 40-hour week reduced to minutes.
• ICP-based targeting
• Company enrichment
• Contact discovery
• Email + LinkedIn + Twitter outreach
Signal Detection & Intent Monitoring
Track hiring changes, funding rounds, tech stack shifts, and competitor reviews across your target accounts. Get notified when buying signals appear.
• Real-time signal tracking
• Automated alerts
• Scoring engine
• CRM integration
Custom AI Agent Workflows
End-to-end AI agent pipelines — RAG systems, multi-agent orchestration, data extraction, and automated decision flows built on your stack.
• LangGraph orchestration
• FastAPI backend
• Vector DB integration
• Production deployment
Systems I've Built. Numbers That Matter.
No company names. No fluff. Just measurable outcomes from real production systems.
Built a lead enrichment agent that reduces manual prospect research from 4 hours/day to 12 minutes — with automated scoring and CRM sync.
Designed a multi-agent RAG system with sub-2-second response times across a 50,000-document knowledge base.
Automated personalized outbound generating 3x higher reply rates — using AI that researches each prospect individually.
Architected a production AI platform serving multiple tenants with isolated execution, real-time monitoring, and 99.9% uptime.
Built intent signal monitoring system tracking hiring changes, funding rounds, tech stack shifts, and leadership moves across target accounts.
Secured AI agent pipelines against prompt injection, prompt leaking, and model abuse. Built input sanitization, output validation, and access controls.
Real systems. Real data. Watch the full demos.
Production-grade AI systems delivering measurable results.
Sigrich — AI Prospecting Engine
From ICP definition to fully researched prospects with personalized multi-channel outreach — automated end to end.
AI Signal Radar — Business Signal Detection
Detects hiring, funding, tech stack, and review signals across target accounts. Triggers automated outreach flows and books meetings.
Built With Production-Grade Tools
Not no-code. Not prototypes. Real engineering.
8 Years Building Production AI
Not tutorials. Not side projects. Systems handling real data at scale.
AI/GTM Systems Engineer
— Stealth StartupBuilding AI-driven go-to-market infrastructure for B2B outbound. Custom lead enrichment agents using LangChain and Python, automated prospecting pipelines with Clay & n8n, AI agents analyzing buying signals.
AI/ML Engineer & Platform Lead
— AigenticsMulti-tenant AI platform with sandboxed execution, RAG access controls, and multi-agent orchestration. Production ML pipelines with Python, FastAPI, Redis, PostgreSQL.
ML Engineer
— Aventior, Advanced Risk Analytics, LincodeComputer vision, NLP, predictive analytics, TensorFlow. Built and deployed ML models in production across finance, risk analytics, and enterprise platforms.
From first call to live system in weeks, not months.
A streamlined process to get your AI revenue engine running.
Discovery Call
30-minute call to understand your outbound process, target market, and current pain points.
Free — no commitment
GTM Audit & Blueprint
I map your entire outbound workflow and deliver a technical blueprint for your AI-powered system.
Custom pricing
Build & Deploy
I build, test, and deploy your custom system. Your team gets trained and your pipeline starts flowing.
2-4 week delivery
Let's Build Your AI Revenue Engine
Book a 30-minute discovery call. No pitch deck, no fluff — just a conversation about what you need.
Prefer email? Reach me at snehalaiengineer@gmail.com