Projects
Representative examples of the systems, models and dashboards I explore and build — illustrative concepts across AI, automation, analytics and financial modeling.
Reinforcement-learning allocation engine that rebalances multi-asset portfolios against risk-adjusted return targets in real time.
Data Analytics & BILive VaR, stress-testing and exposure monitoring consolidated into a single cockpit for multi-desk risk feeds.
AI & Machine LearningTransformer-based sentiment & tone model scoring management commentary across thousands of earnings calls in minutes.
AutomationClose automation cutting monthly reporting cycle time from 9 days to under 48 hours.
Financial ModelingGradient-boosted default-probability model improving early-warning accuracy on a $400M lending book.
Quant ResearchEvent-driven backtesting engine with realistic slippage, cost and liquidity modeling for systematic strategies.
Financial ModelingDCF, comps and scenario-modeling toolkit turning static valuation decks into live, assumption-driven models.
AI & Machine LearningGraph neural network flagging anomalous transaction patterns across payment networks in real time.
Data Analytics & BITime-series forecasting suite for treasury liquidity planning with 92% accuracy at a 13-week horizon.
AutomationFederated data-mesh architecture unifying siloed finance data sources under one governance layer.
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