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Ayush KhairnarAK
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Ayush Khairnar

@ayushkhairnar

Data engineer at RadarSoft who owned a Snowflake warehouse, kept accuracy above 99%, and cut query latency 40%.

United States
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At RadarSoft, I owned a Snowflake warehouse consolidating finance, operations, and time-tracking data for reporting. I built Python and SQL ELT pipelines from three source systems and added ingestion validation that kept accuracy above 99%.

I also cut query latency 40% by examining query profiles, restructuring joins, and consolidating repeated logic into a materialized step. Before that, as a Data Analyst at iConsult Collaborative, Syracuse University, I prepared environmental and geographic data from public sources for comparable analysis across 50+ countries.

At the School of Information Studies, Syracuse University, I built an Airflow-orchestrated data pipeline feeding a retrieval system, with Postgres marts, pgvector embeddings, and automated evaluation using hit@k and MRR. I containerized the stack and deployed its query service behind FastAPI, with GitHub Actions running dbt builds and tests on every push.

Experience

Work history, roles, and key accomplishments

RA

Data Analytics Engineer

RadarSoft

Owned a Snowflake warehouse, designing and maintaining SQL transformations and a star-schema model consolidating finance, operations, and time-tracking data. Built Python and SQL ELT pipelines against JIRA, time-tracking, and finance APIs, added ingestion-layer validation, and cut query latency by 40%.

SU

Research Analyst, AI Data Engineering

School of Information Studies, Syracuse University

Built an Airflow-orchestrated pipeline feeding a retrieval system, loading election advertising and social media data into modeled Postgres marts and generating embeddings into pgvector. Ran an automated evaluation harness tracking retrieval quality with hit@k and MRR, and containerized the stack with FastAPI and GitHub Actions.

IU

Data Analyst

iConsult Collaborative, Syracuse University

Standardized environmental and geographic data across 50+ countries, joining and cleaning indicators from multiple public sources into analysis-ready tables in SQL. Added validation checks to flag missing, inconsistent, and out-of-range values before analysis.

Education

Degrees, certifications, and relevant coursework

SU

Syracuse University

Master of Science, Information Systems

Grade: 3.64/4.0

Pursuing a Master of Science in Information Systems with an expected graduation in May 2026. GPA of 3.64/4.0.

UP

University of Pune

Bachelor of Engineering, Computer Engineering

Grade: 7.39/10

Earned a Bachelor of Engineering in Computer Engineering in April 2023 with a GPA of 7.39/10.

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