Jekyll2026-03-26T15:23:13+00:00https://adredes-weslee.github.io/feed.xmlWes LeePublic portfolio of Wes Lee, a Singapore-based AI engineer building LLM systems, evaluation platforms, and decision-support products.Wes Leeweslee.qb@gmail.comBuilding Operational Workforce Risk Intelligence from Public Signals2026-03-24T07:00:00+00:002026-03-24T07:00:00+00:00https://adredes-weslee.github.io/ai-ops/workforce-intelligence/public-signals/2026/03/24/building-operational-workforce-risk-intelligence-from-public-signalsWes LeeDesigning Creator AI as a Backend-First Content Generation Platform2026-03-24T06:00:00+00:002026-03-24T06:00:00+00:00https://adredes-weslee.github.io/ai-platforms/edtech/orchestration/2026/03/24/designing-creator-ai-as-a-backend-first-content-generation-platformWes LeeBuilding SlideBench to Evaluate AI-Generated Slides2026-03-24T05:00:00+00:002026-03-24T05:00:00+00:00https://adredes-weslee.github.io/evaluation-systems/multimodal/edtech/2026/03/24/building-slidebench-to-evaluate-ai-generated-slidesWes LeeBuilding Service-Oriented Document Intelligence2026-03-24T01:00:00+00:002026-03-24T01:00:00+00:00https://adredes-weslee.github.io/ai/rag/document-intelligence/2026/03/24/building-service-oriented-document-intelligenceWes LeeDesigning Human-in-the-Loop Inventory Planning2026-03-23T01:00:00+00:002026-03-23T01:00:00+00:00https://adredes-weslee.github.io/ai-ops/forecasting/operations/2026/03/23/human-in-the-loop-inventory-planningWes LeeBuilding Leakage-Safe Graph ML for Illicit Transaction Detection2026-03-22T01:00:00+00:002026-03-22T01:00:00+00:00https://adredes-weslee.github.io/graph-ml/fintech/fraud-detection/2026/03/22/building-leakage-safe-graph-ml-for-illicit-transaction-detectionWes LeeBuilding a Production AI Robo-Advisor: TabPFN Foundation Models + Dynamic Investment Objectives2025-06-24T02:00:00+00:002025-06-24T02:00:00+00:00https://adredes-weslee.github.io/ai/finance/foundation-models/reinforcement-learning/2025/06/24/robo-advisor-risk-profiling-portfolio-optimizationWes LeeBuilding a Production Dengue Forecasting Platform: From Research Notebook to Policy Dashboard2025-06-18T02:00:00+00:002025-06-18T02:00:00+00:00https://adredes-weslee.github.io/epidemiology/forecasting/health-economics/2025/06/18/forecasting-dengue-cases-and-cost-benefit-analysisWes LeeDSPy Prompt Optimization: A Scientific Approach to Automotive Intelligence2025-06-13T01:30:00+00:002025-06-13T01:30:00+00:00https://adredes-weslee.github.io/ai/nlp/dspy/2025/06/13/dspy-prompt-optimization-automotive-intelligenceWes LeeDeveloping ML Trading Strategies: From Rule-Based Systems to Reinforcement Learning2025-05-12T01:30:00+00:002025-05-12T01:30:00+00:00https://adredes-weslee.github.io/ai/finance/machine-learning/reinforcement-learning/2025/05/12/ml-trading-strategist-comparing-learning-approachesWes LeeDecoding Wall Street: How We Engineered an NLP System for Financial Disclosures2025-05-09T01:45:00+00:002025-05-09T01:45:00+00:00https://adredes-weslee.github.io/nlp/finance/machine-learning/data-science/2025/05/09/nlp-earnings-report-analysisWes LeeBuilding a Production YouTube Sentiment Analysis Platform: From 114K Comments to Real-Time Intelligence2024-12-15T02:00:00+00:002024-12-15T02:00:00+00:00https://adredes-weslee.github.io/nlp/machine-learning/transformers/2024/12/15/building-youtube-comment-sentiment-analyzerWes LeeA Deep Dive into Enterprise RAG: Design, Implementation, and Lessons Learned2024-10-29T06:33:46+00:002024-10-29T06:33:46+00:00https://adredes-weslee.github.io/ai/nlp/rag/2024/10/29/building-effective-rag-systemsWes LeeUnlocking Revenue: A Technical Walkthrough of Customer Segmentation and Price Optimization for CS Tay2024-08-15T02:30:00+00:002024-08-15T02:30:00+00:00https://adredes-weslee.github.io/data-science/pricing-strategy/business-analytics/commercial-strategy/2024/08/15/customer-segmentation-price-optimizationWes LeeBuilding an HDB Resale Price Predictor: A Technical Deep Dive into Feature Engineering and Regression2023-06-18T06:45:00+00:002023-06-18T06:45:00+00:00https://adredes-weslee.github.io/data-science/machine-learning/real-estate/2023/06/18/predicting-hdb-resale-pricesWes LeeDecoding Heat Stress: A Data Scientist’s Guide to Wet-Bulb Temperature Analysis2023-05-15T02:30:00+00:002023-05-15T02:30:00+00:00https://adredes-weslee.github.io/data-science/climate/public-health/2023/05/15/predicting-heat-stress-with-wet-bulb-temperatureWes Lee