Christopher J Caldarella
Data Scientist / Software Engineer
- Role
- Data Scientist at Insight
- Location
- Raleigh-Durham-Chapel Hill, NC, US
- LinkedIn followers
- 500 followers
About Christopher J Caldarella
As a culinary chef turned data scientist with a background in software engineering, I…
Experience
Data Scientist
Oct 2021 — Present · Raleigh, NC, US
Delivered advanced data solutions for various clients, transforming and analyzing large datasets to optimize business processes.• Developed and deployed machine learning models and data pipelines using tools like Python, OpenCV, TensorFlow, AzureML, and GCP Pub/Sub.Work completed during projects include:• Assisted with transferring sensitive data related to EMS and Fire incidents from a local government association to Azure using PySpark and building pipelines for medallion architecture in Azure Synapse. • Created data ingestion and transformation pipelines for Shopify API data integration with Salesforce and Ping Identity.• Performed feature engineering and developed an algorithm with 80% accuracy for hydraulic system leakage detection.• Developed a computer vision model for object detection and report generation using AWS Rekognition and SageMaker.• Created a custom Python library for data scientists using the AzureML Python SDK and integrated with VS Code via a Flask API.• Assisted in building a web-based Generative AI tool using Azure ChatGPT, LangChain, FastAPI, and Streamlit.• Developed a metadata interpretation tool using NLTK and SpaCy.• Assisted in ETL processes for FinTech team using Databricks.
Education
Rutgers University
Bachelor of Science (BS), Computer Engineering
1999 — 2004
General Assembly
Certificate, Data Science
2021 — 2021
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