Consulting & Advisory
Great products and enduring companies are rarely built in isolation. They require a syncretic approach: the deliberate fusion of business insight with deep technical execution.
With experience across venture investing, management consulting, startup operational leadership, and AI/ML research, I bring a rare combination of technical depth and commercial acumen to bridge “what should be built” and “how to build it.” Whether advising on fundraising strategy or developing proprietary AI systems, my work is grounded in the conviction that outsized outcomes emerge at the intersection of disciplines.
Practice Areas
Startup Financing & Strategic Planning
Partnering with founders and executive teams to build actionable operating models, align financing needs with technology milestones, and structure investor-grade narratives for institutional rounds.
AI & ML Model Development
Designing proprietary deep learning architectures, multimodal pipelines, and specialized embeddings (PyTorch, JAX, Keras) to generate high-value predictive capabilities from proprietary datasets.
Product Management & Strategy
Leading 0-to-1 product discovery, architecting technical roadmaps, instituting lightweight agile rituals, and aligning multi-disciplinary engineering teams to ship high-impact software.
Expert Technology & Market Diligence
Conducting rigorous technical due diligence, thermodynamic feasibility assessments, and bottom-up unit economic modeling to support M&A transactions and venture investments.
Analytics & Operational Metrics
Deploying end-to-end data stacks and bespoke quantitative modeling—cohort retention, compounding drag, customer lifetime value, and funnel bottlenecks—to turn telemetry into operational leverage.
Automating Workflows with GenAI
Embedding LLMs and agentic pipelines into operational workflows to automate document parsing, synthesis, customer interactions, and data triage.
Note: All consulting and advisory services are provided through Syncretic Labs, LLC.