People Leadership
Build, Scale, Lead
Hiring top-tier engineering talent, coaching for high performance, mastering delegation, and establishing deep team accountability to consistently deliver results.
Technical Execution
Robust AI Architecture
Designing highly reliable systems, implementing strict engineering standards, managing complex infrastructure, and making pragmatic architectural trade-offs under pressure.
Product Strategy
Balancing Business Value
Owning the technical roadmap, driving user experience decisions, leading growth experiments, and directly aligning engineering output with measurable business impact.
Featured Projects
Production platforms, venture creation, and foundational AI model research demonstrating engineering ownership and architectural depth.
Product & Engineering Ownership
Allynerds.com
Role: Engineering Manager — Product & Growth
AI-native career-preparation platform bringing together job discovery, role-fit analysis, company research, and interview practice. Full-stack engineering leadership and AWS cloud delivery from February 2024 to present.
Venture & Ecosystem Building
VerticalCombinator.com
Role: Founder · Sept 2026 – Present
Practical builder school and incubator lab founded to bridge the theory-to-production gap. Empowering students, graduates, and aspiring founders to learn practical AI engineering, validate real MVPs, and launch ventures through hands-on practice and mentorship.
AI Research & Exploration
Foundational Model Research
Role: AI Researcher & Engineer
Conducted empirical research on foundational models, evaluating transformer architectures, LoRA fine-tuning dynamics, and inference latency optimizations (vLLM, quantization) for enterprise deployments.
Open Source & Systems
Developer Tooling & AI Infrastructure
Production-grade, open-source architectures built to solve real-world problems in B2B SaaS revenue intelligence and autonomous agent reliability.
PulseRevOps AI
Autonomous Churn Prevention & Revenue Health Intelligence
Enterprise B2B SaaS engine ingesting real-time product telemetry to synthesize hybrid AI churn diagnostics (Gemini 1.5 Pro) and orchestrate automated retention playbooks.
AgentSentinel AI
Enterprise AI Reliability, Guardrails & FinOps Platform
Real-time OpenTelemetry flamegraph tracing for multi-step agent loops, zero-trust PII & prompt injection sanitization, and multi-model FinOps token tracking.