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Jonathan BondocJB
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Jonathan Bondoc

@jonathanbondoc

Software Engineer at Elastic building Elasticsearch AI search and retrieval pipelines for context-aware question answering.

United States
Message

At Elastic, I develop Python ingestion and indexing pipelines for AI-powered search and document retrieval. I implement semantic and hybrid search with Elasticsearch and vector embeddings, and integrate LLM APIs into retrieval workflows for context-aware question answering.

At Capital One, I developed Python and SQL data pipelines and Apache Spark batch workflows for data transformation. I also implemented data-quality checks and supported AWS processing infrastructure.

At GitLab, I developed Python integration utilities for internal services and external APIs, created SQL transformations and maintained dbt models in Snowflake. I also maintained GitLab CI/CD workflows, testing, and validation checks for internal data services.

Experience

Work history, roles, and key accomplishments

Elastic logoEL
Current

Software Engineer — Applied AI & Search

May 2024 - Present (2 years 5 months)

Developed Python-based data ingestion and indexing pipelines for AI-powered search and document retrieval. Implemented semantic and hybrid search using Elasticsearch, vector embeddings, and relevance-ranking techniques.

Capital One logoCO

Data Engineer

Jul 2022 - Apr 2024 (1 year 9 months)

Developed and maintained Python and SQL-based data pipelines for structured data ingestion, transformation, and analytical processing. Implemented Apache Spark batch-processing workflows and automated data quality checks.

GitLab logoGI

Software Engineer — Data Platform

Jul 2020 - Jun 2022 (1 year 11 months)

Developed Python-based data integration utilities for collecting and processing information from internal services and external APIs. Created SQL transformations and maintained dbt data models within Snowflake.

Education

Degrees, certifications, and relevant coursework

University of South Florida logoUF

University of South Florida

Bachelor of Science, Computer Science

2016 - 2020

Grade: 3.60/4.00

Activities and societies: Society of Competitive Programmers (SCP), IEEE at USF Student Branch.

Bachelor of Science in Computer Science from the University of South Florida, with a GPA of 3.60/4.00.

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