Rithvik Madhavaram
@rithvikmadhavaram
I build reliable LLM applications, AI workflows, and scalable data pipelines.
United StatesWhat I'm looking for
I'm building reliable LLM applications, AI workflows, and data pipelines, with hands-on work in prompt architecture, coding agents, retrieval augmented generation, and disciplined model evaluation.
At Rapisource LLC, I developed Python and Spark ETL pipelines that reduced data processing time by 30%, analyzed 50+ datasets, and built evaluation tooling and observability dashboards to improve model performance and inform release decisions.
I've also supported voice-path engineering with LiveKit and SIP technologies, focusing on turn-taking, interruption handling, and latency budget management within AI workflows.
As a Graduate Teaching Assistant at George Mason University, I supported Python coursework, machine learning experimentation and deployment, and CI/CD-driven automated grading that reduced turnaround time by 20%. My work emphasizes secure handling of PII, privacy, and compliant AI and data workflows.
Experience
Work history, roles, and key accomplishments
Data Analytics & AI Engineer Intern
Rapisource LLC
Jul 2026 - Present (2 months)
Developed and optimized ETL pipelines using Python and Spark, reducing data processing time by 30%. Built internal evaluation tooling and observability dashboards to conduct disciplined evaluations and error analysis.
Supported Python-based coursework by maintaining over 200 pages of technical documentation. Collaborated on machine learning model experimentation, training, and deployment projects.
Education
Degrees, certifications, and relevant coursework
George Mason University
Master of Science
2024 -
Grade: 3.83
Pursuing a Master of Science degree with a CGPA of 3.83, expected to graduate in May 2026.
AWS Academy
AWS Academy Cloud Foundations, Cloud Foundations
Completed the AWS Academy Cloud Foundations certification.
AWS Academy
AWS Academy Data Engineering, Data Engineering
Completed the AWS Academy Data Engineering certification.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Salary expectations
Skills
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