Agentic & Generative AI
Large language model deployment at enterprise scale is not a solved problem. It is a discipline that combines retrieval architecture, prompt engineering, agent orchestration, evaluation frameworks, and careful integration with transactional systems that cannot tolerate error.
- 01Conversational commerce agents for self-service order management, returns, exchanges, and customer support
- 02Multi-agent orchestration systems that coordinate specialized LLMs across complex business workflows
- 03RAG architecture, vector database design, and retrieval optimization for enterprise knowledge
- 04LLM evaluation frameworks, red-teaming, and production observability
- 05Prompt engineering, fine-tuning strategy, and model selection across GPT, Gemini, Claude, and open-source ecosystems
Demand Forecasting & Pricing
Modern demand forecasting is a fusion of econometric modeling, machine learning, and real-time data architecture. We build pricing and forecasting systems that treat inventory, demand signals, and competitive data as continuous streams rather than periodic reports.
- 01AI-driven pricing models combining regression analysis with gradient-boosted ensembles
- 02Time-series forecasting for inventory planning across SKU-location-channel hierarchies
- 03Real-time feature engineering pipelines on AWS, Azure, and GCP
- 04Demand sensing models that incorporate promotions, weather, macro signals, and channel behavior
- 05Integration of forecasts into order management, allocation, and replenishment systems
Supply Chain Finance & Distributed Engineering
Modern supply chain finance demands a rare combination: fintech-grade engineering, regulatory rigor, and a globally distributed delivery organization that can ship at enterprise scale across continents. We have built and led both the platforms and the teams that make this possible.
- 01Building and leading globally distributed engineering teams across multiple time zones, with hybrid remote workflows that hold productivity and quality at scale
- 02AI-driven analytics for clustering, data processing, and predictive forecasting on supply chain and working-capital transactional data
- 03Multi-cloud platform architecture across AWS, Azure, and GCP: web UI, API stacks, SSO, and end-to-end API monitoring
- 04SOC 2 certification and enterprise-grade compliance frameworks for regulated supply chain finance
- 05Delivery to leading global enterprises across financial services, pharmaceuticals, and healthcare, with Fortune 500 partners shipping at institutional scale
- 06Founding-team experience scaling fintech ventures from early stage to nine-figure valuations
Fintech & Quantitative Finance
From trading platforms used by global brokerages to predictive models for futures markets, our fintech work has always operated at the boundary where financial theory meets engineering reality.
- 01Trading platform architecture for equities, futures, and derivatives
- 02Algorithmic trading strategy development, backtesting, and optimization
- 03Genetic algorithms and reinforcement learning for strategy discovery
- 04Predictive modeling for futures markets using deep learning
- 05FIX protocol integration, order management systems, and risk management infrastructure
- 06Fintech platform scaling, SOC 2 compliance, and institutional partnership delivery
Strategic Consulting & Advisory
We advise founders, CTOs, boards, and investors facing decisions where technology strategy and business strategy are inseparable. Our work ranges from executive-level AI strategy to due diligence on acquisition targets.
- 01AI adoption strategy and organizational readiness assessment
- 02Technology due diligence for venture capital and private equity
- 03CTO advisory and fractional technology leadership
- 04Platform architecture review and build-vs-buy analysis
- 05Roadmap development for companies pivoting toward AI-native operations
- 06Executive coaching for technical founders scaling engineering organizations
Education Technology
Modern test preparation and assessment require platforms that adapt in real time, not static workbooks. We design and ship education technology that combines AI-generated content, calibrated difficulty, and deep integration with the learning management systems already deployed in schools and districts. Our work in this domain is anchored by Deaveris, our adaptive SAT preparation platform.
- 01Adaptive question generation and real-time difficulty calibration tied to each student's skill profile
- 02AI-authored, human-verified content pipelines that scale assessment item production
- 03Score prediction, mastery modeling, and longitudinal progress tracking
- 04LMS integration with Canvas, Schoology, Brightspace, and standards-based gradebooks
- 05Coach and instructor dashboards for cohort tracking, intervention, and reporting
- 06Gamification frameworks (achievements, leaderboards) and proctored assessment delivery
Cloud & Enterprise Architecture
We design cloud architectures that balance cost, performance, security, and compliance. Our engagements typically span multiple cloud providers and integrate with existing enterprise estates rather than replacing them.
- 01AWS, Azure, and GCP deployment patterns for AI-heavy workloads
- 02Distributed systems design, microservices, and event-driven architecture
- 03Real-time enterprise integrations using Tibco, MuleSoft, and custom pipelines
- 04SOC 2, multifactor authentication, and security protocol implementation
- 05Data lake architecture, lakehouse patterns, and ML feature store design
- 06Cost optimization and FinOps for cloud-native companies