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Sara H.
Bio
A fast-learning, detail-oriented and highly motivated engineer with strong analytical thinking, problem-solving skills, and a consistent drive for excellence and precision in every project.
Skills
Python
PostgreSQL
Kafka
MinIO
Docker
Grafana
Prometheus
gRPC
pgVector
PyTorch
Airflow
Bootcamp Project
Ground - Cloud-based platform for agricultural data management and analytics
Mentored by: Vast Data
Data Science Bootcamp 2025 (Data)
Responsibilities:
End-to-End Leaf Disease Detection Pipeline A comprehensive pipeline that ingests raw leaf imagery, performs automated preprocessing, applies YOLO-based leaf detection, extracts individual patches, classifies disease symptoms, generates structured metadata, and stores all outputs for real-time analytics and downstream processing.
Kafka Stream + Embedding Service Workflow A streaming workflow in which a Kafka consumer ingests imagery-notification events, validates and normalizes them, batches requests to a CLIP-based gRPC embedding service for vector generation, enriches each message with embeddings, and publishes the enhanced events to downstream Kafka topics with DLQ handling.
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Additional Projects
02–03/2025: Balloon Shop Web App — Full-Stack Developer
• Built a full-stack e-commerce platform using React, Node.js, Express.js, and MongoDB.
• Implemented JWT authentication, image uploads (Multer), and automated emails
(Nodemailer).
• Developed a modern, responsive UI with React, Redux, React Router, and PrimeReact.
• Added an admin dashboard for streamlined product and order management.
04/2025: .NET Web API Service — Backend Developer (2025)
• Developed a multi-layered ASP.NET Core Web API using Controllers–Services–Repositories
and Clean Architecture principles.
• Implemented Entity Framework Core with SQL Server, including DTO mapping via
AutoMapper.
• Added full Swagger/OpenAPI documentation for the entire service.
• Built automated unit and integration tests to validate business logic and data flows.
• Designed an OMS-style backend for structured store order management.
English Level
Working Proficiency