AI OPERATIONS & ENGINEERING
Building the
Autonomous Enterprise
I design systems that solve fundamental business bottlenecks. By combining modern AI with robust engineering, I help organizations scale their operations without scaling their headcount.
LEAD_GEN_AGENT_V2.py
MAPS
ENRICH
CRM
TARGETS
Auto
ENRICHMENT
100%
EFFICIENCY
10x
Automated Lead Generation Engine
B2B SERVICES
The ProblemThe client relied on slow, manual research to find prospects, which was insufficient for their aggressive 2026 growth targets.
The SolutionAn end-to-end automated pipeline that autonomously scouts potential clients within their footprint, identifying targets and enriching them with decision-maker data.
The ImpactStrategic growth enabler. This automation is a central pillar of their 2026 strategy, shifting the team from manual data gathering to closing deals.
PythonMaps APICRMGumloop
RAW SIGNAL DETECTION
SEMANTIC FILTERING
HIGH-INTENT TRIAGE
QUALIFIED OPPORTUNITIES
Community Engagement Pipeline
REDDIT ACQUISITION
The ProblemFinding high-intent users in a sea of noise is impossible manually. The client needed to identify "signals" of intent across millions of daily comments.
The SolutionA real-time signal detection pipeline monitoring target subreddits. It scores posts based on semantic intent and delivers curated high-probability opportunities directly to the team.
The ImpactTargeted lead flow. Initial runs have successfully identified high-quality opportunities that were previously missed, creating a new inbound channel.
PythonNLPReal-timeData
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