Hello, I'm

Anna FP

Data Engineer & AI associated developer — 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.

PythonFastAPIMultiprocessingETLElasticSearchVectorDBsMongoDBMySQL

Generative AI & ML

Orchestrating intelligent agents with LangGraph and Lanhchain. Leveraging PyTorch and Sklearn for advanced data inference.

LangChainOpenAIPyTorchLangGraphHuggingFacePytorchTensorflowMCP

Orchestration & Visualization

Automating workflows and data processing using Airflow and CI/CD pipelines. Deploying containerized apps and building data dashboards for UI and analytics.

BashDockerStreamlitAirflowNext.jsDash MantinePlotlyJenkins

Projects

The News Hub

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.

PythonAirflowSklearnDockerChromaDBMongoDBLangchainFastAPIOpenAINext.js
ArtGuide

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.

PythonDockerQdrantDBLangchainCLIPPiperTTSLanggraphFastAPIOpenAIStreamlit

Experience

Data Engineer

@ BMAT Music Innovators
2024 - Present

Designing and implementing data pipelines, managing data storage, and ensuring data quality.

PythonAirflowDockerMongoDBElasticsearchFastAPIDash MantineBash