Subiksha Devi Mahadevan Swaminathan
Data Engineer & Scientist | Ex-5C Network | Building Scalable ML Systems (ClickHouse, GCP, LLMs) | MS in Business Analytics @ UTD
- Role
- Data Scientist at 5c Network
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Subiksha Devi Mahadevan Swaminathan
Data Engineer/Scientist who translates \"big data\" problems into streamlined, revenue-generating systems. With 2+ years of production experience, I specialise in building ACID-compliant pipelines and high-throughput architectures that handle scale, optimise for cost and speed. Engineering Impact & Revenue Protection*High-Scale Architecture*: Migrated 15M+ financial records to ClickHouse, achieving sub-second query latency and reducing infrastructure overhead by 40%.*Cost Optimization*: Engineered an automated billing engine (Python/AsyncIO) that eliminated manual workflows and prevented revenue leakage, saving $165k+ annually in SaaS fees and operational costs.*System Reliability*: Designed real-time monitoring ecosystems (Grafana/Slack) that reduced Mean Time to Detect (MTTD) to <5 minutes, maintaining 99.9% availability for critical sales pipelines.Currently pursuing my MS in Business Analytics & AI at UTD (GPA 4.0), focusing on cloud-native data systems. I bridge the gap between Data Engineering (Kafka, Spark, dbt) and AI infrastructure (RAG, Vector DBs). Tech Stack: Python, SQL, Google Cloud Platform (GCP), Apache Kafka, ClickHouse, Docker, Terraform.Open to Summer 2026 Internships in Machine Learning, Data Science, or Data Engineering.
Experience
Data Scientist
Jun 2023 — Present
Education
The University of Texas at Dallas
Master of Science - MS, Business Analytics & Artificial Intelligence
2025 — 2027
Coimbatore Institute of Technology
Bachelor's degree, Computer Science
2019 — 2023
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