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aakrivenkovskaya/README.md

👋 Hi, I'm Anastasia — Applied ML & AI Consultant

I help organisations turn complex data into reliable, strategic and production-ready AI systems.

Background:
Amazon EU & AWS (analytics leadership) · MSc Big Data & AI · Cambridge Postgraduate in Applied Data Science & AI · BBA Finance & International Business.

Core expertise:
NLP & LLMs (FinBERT, RAG, embeddings, NLP) · Decision intelligence · Forecasting & anomaly detection · AI agents for operational decision support.

Selected work:
• Cambridge × Bank of England × HSBC × JPMorgan Chase — financial NLP for supervisory risk insight
• AGIA — enterprise AI for commodity intelligence and climate-aware forecasting
• Industrial sensor intelligence — multivariate anomaly detection
• UK retail & customer insight systems (NDA) • Barcelona Urban ML — accessibility prediction for public-sector planning

Focus:
Designing interpretable, high-impact ML solutions that blend strong analytics, product thinking and clear stakeholder communication.

🌍 Open to global remote opportunities (US/EU/UK) — applied ML, LLMs, AI strategy & high-impact consulting.

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  1. cambridge-boe-financial-nlp-supervisory-system cambridge-boe-financial-nlp-supervisory-system Public

    Advanced financial NLP system developed within the Cambridge × Bank of England program. Extracts supervisory risk signals from JP Morgan & HSBC earnings call Q&A using LLMs, BERTopic and sentiment …

    Jupyter Notebook 1

  2. agia-enterprise-ai-system agia-enterprise-ai-system Public

    Enterprise-grade Applied AI system for commodity intelligence, climate-aware forecasting, and Retrieval-Augmented decision support developed for Spain’s leading agricultural exchange.

    Jupyter Notebook

  3. fitchain-uk-nlp-review-insight-system fitchain-uk-nlp-review-insight-system Public

    NLP-based customer review insight system originally developed for a major UK fitness chain (NDA). Includes BERTopic, emotion analysis and LLM insight generation.

    Jupyter Notebook

  4. barcelona-accessibility-intelligence-system barcelona-accessibility-intelligence-system Public

    Applied ML system predicting urban accessibility across Barcelona using geospatial features, SMOTE and Random Forest. Built for inclusive mobility.

    Jupyter Notebook

  5. industrial-engine-anomaly-detection industrial-engine-anomaly-detection Public

    Industrial anomaly detection system using multivariate sensor data (synthetic). Includes Isolation Forest, One-Class SVM, PCA diagnostics and statistical baselines.

    Jupyter Notebook

  6. book-sales-forecasting-timeseries book-sales-forecasting-timeseries Public

    Time series forecasting system for retail book sales (NDA-safe). Includes SARIMA, XGBoost, LSTM and hybrid models on weekly and monthly horizons.

    Jupyter Notebook 1