Technical Product Manager / Founder | June 2026 - Present
- Strategy & Commercial Execution: Directed the go-to-market (GTM) strategy for a B2B corporate treasury platform, defining the Ideal Customer Profile (ICP), business model, value proposition, competitive positioning and brand. Built the direct outbound sales and design-partner strategy targeting mid-market enterprises with material FX and commodity exposures.
- 0-to-1 Product Leadership: Led the product from initial concept to a live, working MVP, translating corporate treasury pain points into product requirements, use cases, roadmap, system design and customer-facing workflows. Owned the product lifecycle across strategy, design, development and deployment.
- Quantitative Product Engineering: Translated complex quantitative requirements into a risk and decision-intelligence workflow covering exposure aggregation, natural and proxy netting, correlation modelling, Cholesky decomposition, Monte Carlo simulation, and risk and stress-testing analytics.
- UI/UX & Decision Intelligence: Designed the core Strategy Builder and instrument library, turning quantitative analysis into an intuitive corporate hedging workflow with dynamic payoff analysis and scenario-based decision support, bridging complex financial models and practical CFO and treasury use cases.
Organizational Architecture, AI Department
Logrand Entertainment Group | Monterrey, Mexico | Jun 2025 - Apr 2026
Download Strategic Blueprint (PDF) ↓
- Led full-scale strategy development applying first-principles thinking and maturity assessments to define a robust competitive roadmap.
- Built a comprehensive AI-powered Strategic Management System integrating Balanced Scorecards and OKRs; trained a predictive ML budget allocation model achieving 94% accuracy.
- Designed an end-to-end AI project intake and prioritization system utilizing Google ADK for multi-agent development, automating evaluation workflows.
Engineer-II (Project Process Automation)
Samsung Engineering | Uttar Pradesh, India | July 2023 - August 2024
- Project Automation Engineer: Partnered with a cross-functional team for a Project Process Automation Platform, accelerating critical process deliverables for a $680M Oil and Gas EPC project.
Process Safety Engineer
L&T Technology Services | Gujarat, India | January 2021 - July 2023
- Engineering Execution: Controlled and delivered a complex Process Safety Engineering project for Bayer (Kansas City, USA) utilizing specialized SuperChems modeling.
- Team Leadership: Directed an offshore engineering team, enforcing rigorous adherence to high-stakes chemical safety parameters and capital constraints.
Feedforward Eigen
B2B Quant Treasury Software & Corporate Consulting
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LinkedIn Page ↗
AI-Native Decision Intelligence for Corporate Risk & Hedging.
Feedforward Eigen transforms complex business and financial exposures into quantified risk, optimized strategies, and continuously governed decisions. We connect the economic realities of your business directly to the market factors and financial outcomes that matter, replacing fragmented Excel models with a unified, automated hedging workflow.
Currently accepting mid-market design-partner pilots and conducting corporate treasury audits to identify bank markup leakages.
Feedforward ARC
Enterprise AI & Strategy Consulting
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A specialized enterprise consulting firm focused on AI strategy, governance, and hands-on technical implementation. We transform mid-market and enterprise organizations from AI ambition to technical execution.
Core Offerings: Comprehensive AI Strategic Audits, RAG (Retrieval-Augmented Generation) systems, custom multi-agent architectures, and end-to-end Machine Learning Operations (MLOps).
Currently accepting new enterprise clients for AI Strategic Audits and rapid-prototype pilot implementations.
Independent Strategy Advisory
Corporate Strategy & Operational Transformation
Leveraging my IPADE MBA and heavy EPC engineering background, I partner directly with mid-market executives to execute complex business process turnarounds, organizational architecture design, and quantitative risk modeling.
Core Offerings: Corporate Strategy, Operational Transformation Audits, and Capital Efficiency.
Connect with me directly for specialized management consulting and strategic corporate advisory.
Workforce AI Optimization Control Center (Aivena)
Production-Ready AI Application • CP-SAT Optimization • Streamlit
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View GitHub Repo ↗
A production-ready AI application engineered to address the 2027 Mexican labor reform. The system replaces fixed 48-hour staff schedules with dynamic 40-hour shifts, utilizing Google OR-Tools (CP-SAT) to mathematically optimize labor allocation directly against forecasted customer traffic.
Impact: Achieved 8.39% net payroll savings and a 10.6% increase in labor utilization across a simulated 50-store network, ensuring 100% regulatory compliance with new legal rest periods.
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The Capital Intelligence (Newsletter)
Thinking Process & Writing
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Essays and documentation on macro strategy, personal wealth, and strategic thinking.
Current Focus: Research and essays exploring macroeconomic wealth distribution and its direct implications on personal net worth and capital efficiency.
