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Chandrika ACA
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Chandrika A

@chandrikaa

I build and test production machine learning systems, data pipelines, and automation.

India
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What I'm looking for

I'm looking to build reliable machine learning systems and data pipelines, contribute to production-scale automation, and grow alongside collaborative cross-functional teams.

At Myntra, I built and tested production machine learning systems during a six-month Data Science internship. I migrated two ML services to Python 3.12, resolved import conflicts, and contributed runbook fixes.

I designed a memory-efficient per-request inference logging schema for an ML ranker, supporting experiment analysis, A/B comparison, regression debugging, and drift detection. I also created static-analysis tooling across 400+ ML workflow and service repositories to extract lineage and configuration metadata for a GCP migration.

I developed a daily Databricks-to-Aerospike model-score pipeline using version-aware composite keys and configurable TTL. I also onboarded a GPU Triton inference service to CI/CD, reducing manual onboarding from several hours to under ten minutes.

I'm a Computer Science graduate from PES University with a strong foundation in Python, Java, C++, data structures, algorithms, machine learning, and deep learning. My academic projects include Python/MySQL movie booking and C++/MySQL quiz-management systems.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

PES University logoPU

PES University

Bachelor of Technology, Computer Science and Engineering

2022 - 2026

Grade: 8.31/10.0

Pursuing a Bachelor of Technology in Computer Science and Engineering with a CGPA of 8.31/10.0.

DC

Daffodils PU Science College

Pre-University, Computer Science

2020 - 2022

Completed Pre-University education with Physics, Chemistry, Mathematics, and Computer Science.

Tech stack

Software and tools used professionally

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