abyssync-lab
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Evidence-Grounded-ESG-Report-Analyst
Evidence-Grounded-ESG-Report-Analyst PublicEvidence-grounded ESG report analysis with PDF/OCR ingestion, hybrid retrieval, structured fact extraction, validation, temporal analysis, comparison, and page-level citations.
Python 1
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AI4I-Maintenance-Risk-Triage
AI4I-Maintenance-Risk-Triage PublicAI4I machine-failure risk triage from operating snapshots with engineered features, calibrated probabilities, Top-K ranking, FastAPI, and Streamlit.
Python
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Vietnamese-Policy-RAG-Assistant
Vietnamese-Policy-RAG-Assistant PublicVietnamese policy RAG with effective-date filtering, ACL-aware hybrid retrieval, RRF, cross-encoder reranking, abstention, grounded citations, and FastAPI.
Python
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Banking77-Support-Router
Banking77-Support-Router PublicRisk-aware banking support router for 77 intents using calibrated classification, selective prediction, human escalation policies, and FastAPI.
Python
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HCMC-PM25-Forecasting
HCMC-PM25-Forecasting PublicLeakage-safe next-hour PM2.5 forecasting prototype for HCMC station data with temporal backtesting, conformal intervals, runtime quality gates, FastAPI, and Docker.
Python
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HCMC-Real-Estate-Price-Intelligence
HCMC-Real-Estate-Price-Intelligence PublicHCMC real-estate price intelligence with property identity resolution, leakage-safe temporal validation, ExtraTrees/Ridge modeling, conformal intervals, comparables, FastAPI, and Streamlit.
Python
Repositories
- Evidence-Grounded-ESG-Report-Analyst Public
Evidence-grounded ESG report analysis with PDF/OCR ingestion, hybrid retrieval, structured fact extraction, validation, temporal analysis, comparison, and page-level citations.
- Ecommerce-Lakehouse-Analytics Public
End-to-end ecommerce lakehouse with PySpark + Delta Lake, Medallion architecture, idempotent incremental ingestion, Kimball marts, reconciliation, and Power BI.
- Vietnamese-Policy-RAG-Assistant Public
Vietnamese policy RAG with effective-date filtering, ACL-aware hybrid retrieval, RRF, cross-encoder reranking, abstention, grounded citations, and FastAPI.
- HCMC-Real-Estate-Price-Intelligence Public
HCMC real-estate price intelligence with property identity resolution, leakage-safe temporal validation, ExtraTrees/Ridge modeling, conformal intervals, comparables, FastAPI, and Streamlit.
- HCMC-PM25-Forecasting Public
Leakage-safe next-hour PM2.5 forecasting prototype for HCMC station data with temporal backtesting, conformal intervals, runtime quality gates, FastAPI, and Docker.
- Banking77-Support-Router Public
Risk-aware banking support router for 77 intents using calibrated classification, selective prediction, human escalation policies, and FastAPI.
- Two-Stage-Movie-Recommender Public
Two-stage MovieLens 1M recommender with SVD/Popularity/Genre retrieval, RRF candidate fusion, XGBRanker learning-to-rank, MMR diversity, temporal evaluation, and FastAPI.
- AI4I-Maintenance-Risk-Triage Public
AI4I machine-failure risk triage from operating snapshots with engineered features, calibrated probabilities, Top-K ranking, FastAPI, and Streamlit.
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