AI OPERATIONS & ENGINEERING

Building the
Autonomous Enterprise

I don't just write code; 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

COMMERCIAL SERVICES SECTOR

The ProblemThe CEO identified a critical bottleneck: the lack of a scalable lead generation system. His team relied on slow, manual research to find prospects, which was insufficient for their aggressive 2026 growth targets.

The SolutionI am engineering an end-to-end automated pipeline that autonomously scouts potential clients within their specific geographic footprint. The system identifies targets, enriches them with decision-maker data, and orchestrates personalized outreach campaigns at scale.

The ImpactStrategic growth enabler. This automation is being deployed as a central pillar of their 2026 business strategy, shifting the team from manual data gathering to closing deals and managing a consistent pipeline of new business.

PythonGoogle Maps APICRM IntegrationGumloop
RAW SIGNAL DETECTION
SEMANTIC FILTERING
HIGH-INTENT TRIAGE
QUALIFIED OPPORTUNITIES

Community Engagement Pipeline

REDDIT ACQUISITION STRATEGY

The ProblemFinding high-intent users in a sea of noise is impossible manually. The client needed to identify specific "signals" of intent (e.g., "loneliness", "seeking connection") across millions of daily comments.

The SolutionI built a real-time signal detection pipeline. It monitors target subreddits, scores posts based on semantic intent, and filters out noise. It delivers a curated feed of high-probability opportunities directly to the operations team.

The ImpactCurrently in active testing. Initial runs have successfully identified high-quality opportunities that were previously missed. We are now gathering data to quantify the conversion uplift and refine the signal scoring models.

PythonNLPReal-time MonitoringData Engineering

Ready to automate your operations?

I help forward-thinking teams build the systems that scale their business. Let's discuss where your bottlenecks are.

Start a Conversation