Anna FP
Data AI Engineer — Building intelligent, data-driven systems.
Competencies
Data Engineering & Backend
Architecting robust Python pipelines and scalable APIs. Optimizing data retrieval using Vector databases, Elasticsearch, and MongoDB.
Generative AI & ML
Orchestrating intelligent agents with LangGraph and Lanhchain. Leveraging PyTorch and Sklearn for advanced data inference.
Orchestration & Visualization
Automating workflows and data processing using Airflow and CI/CD pipelines. Deploying containerized apps and building data dashboards for UI and analytics.
Projects
ArtGuide
AI Art Detector and Audio Guide
An interactive AI-powered guide for art enthusiasts. It utilizes RAG technology to provide real-time insights, context, and conversational exploration of artworks.
ML Resilience Lab
Credit Card Fraud Detection System & Resilience Platform
A high-availability fraud detection system with real-time pipelines, automated drift detection, and self-healing MLOps protocols.
The News Hub
Real-Time News Engine and Insights
A comprehensive news aggregation and analysis platform driven by AI. It serves as a centralized system to collect, process, and interactively explore global news content efficiently.
Experience
Data Engineer
@ BMAT Music Innovators- •Engineered robust Python scripts to synchronize and maintain critical backend data flows, guaranteeing continuous data consistency across Dev, Staging, and Prod environments.
- •Developed high-concurrency RESTful APIs using FastAPI and asynchronous programming, providing stable support for multiple downstream services and ensuring strict data validation with Pydantic.
- •Optimized search performance and metadata discovery by implementing and managing Elasticsearch clusters for high-volume music catalog indexing, ensuring millisecond-latency retrieval.
- •Designed and deployed interactive production dashboards, centralizing scattered data to facilitate real-time data visualization and decision-making for key stakeholders.