Your Stack Has 50 Tools. Zero Intelligence.I Fix It.
AI Engineer and GTM strategist who builds autonomous agents, RevOps automation, and LLM pipelines that make your entire go-to-market motion self-operating.
AI/GTM
Engineering Intelligence
That Sells, Scales & Thinks
I'm an AI Engineer and GTM strategist who builds the systems most teams don't even know are possible. From designing autonomous AI agents and RAG pipelines to architecting revenue operations across HubSpot, Clay, and custom automation stacks, I turn complex data into compounding business outcomes. I don't just implement tools. I engineer the intelligence layer that makes your entire go-to-market motion self-optimizing.
AI Engineering
Building production grade AI agents, RAG systems, and LLM workflows that solve real business problems not demos.
GTM Engineering
Designing the data infrastructure and automated pipelines that turn outbound, inbound, and PLG motions into precision engines.
RevOps & CRM Architecture
Architecting HubSpot and Clay ecosystems with end-to-end automation that eliminates manual work and scales revenue operations.
Automation & Integration
Connecting every tool in your stack into one intelligent system webhooks, APIs, workflows - so nothing falls through the cracks.
Take Look At My Work
VIEW ALL PROJECTSB2B Intent Signal Classifier
Fine-tuned Transformer Pipeline
GTM teams waste hours manually reading news to spot buyer signals. This model does it in milliseconds. A DistilBERT classifier fine-tuned to 99.76% F1 Macro accuracy — detecting 6 intent signals (Funding, Hiring, Expansion, Leadership, Product Launch, Cost-Cutting) from raw, unstructured B2B text. Feed it a headline, get a scored intent with confidence. Zero API cost. Deployed and live on HuggingFace.
Account Research Intel
Multi-Agent AI Loop
Autonomous AI Intelligence Engine for GTM Teams that navigates a strategic web search framework to extract 110+ data variables across 14 layers, scoring ICP fit and generating presentation-ready PPTX intelligence briefings.
LeadScore AI — B2B Lead Scoring Engine
LightGBM + SHAP Pipeline
GPU-accelerated LightGBM model that scores B2B leads by conversion probability with SHAP explainability. Trained on 300,000 synthetic B2B leads.
GTM Intelligence Dashboard
Single-File Dashboard + Python ETL
Comprehensive Go-To-Market analytics dashboard tracking 100 metrics across 7 business domains with 21 chart types and real-time data re-aggregation from 50K synthetic deal records — all in a single self-contained HTML file.
ICP Scoring & Analysis Engine
Algorithmic Recommendation Engine
Advanced data-driven Ideal Customer Profile (ICP) scoring system that transforms raw CRM data into actionable tiered accounts with multi-dimensional scoring (Firmographic, Technographic, Intent, Growth), score waterfall analytics, and pipeline forecasting.
Customer Churn Prediction
ML Model + API
Interactive AI-powered app predicting customer churn with real-time probability insights to aid retention strategies.
AI Business Intelligence Reporter
LLM + RAG System
An intelligent, interactive chat-based interface that lets users explore and query structured datasets using natural language to generate instant visualizations.
CPG Demand Forecasting
Cloud ML Pipeline
Complete end-to-end Consumer Packaged Goods Demand Forecasting pipeline using Azure Services to predict market trends.
Contextly - AI Document Assistant
RAG + Multi-Model
Intelligent chat interface for document exploration using 5 different language models to synthesize information from large corpuses.
