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Sangeetha My

@sangeethamy

AI/ML and Data Engineer specializing in scalable data pipelines and production ML systems.

India
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What I'm looking for

I am seeking roles building scalable data and ML systems where I can design production pipelines, apply generative AI, collaborate cross-functionally, and grow in MLOps and architecture responsibilities.

I am an AI/ML and Data Engineer with over 5 years of experience building scalable data architectures, ETL/ELT pipelines, and end-to-end machine learning systems.

I have hands-on experience with Apache Spark (Scala, PySpark), MapReduce, Kafka, and cloud data platforms across Azure, AWS, and GCP, and I design robust data ingestion and transformation solutions for large-scale workloads.

I build and deploy ML solutions using TensorFlow, PyTorch, LLMs, LangChain, and MLOps practices, and I have implemented production-grade chatbots, fine-tuned LLMs, and developed automated ML pipelines using Airflow and CI/CD tools.

I partner with stakeholders to translate business requirements into analytical models and visualizations (Tableau, Power BI), follow Agile practices, and emphasize data security and best practices when operationalizing AI for business impact.

Experience

Work history, roles, and key accomplishments

FB
Current

AI/ML Data Engineer

Fifth Third Direct Bank

Nov 2024 - Present (1 year 3 months)

Built production-grade LLM-based chatbots and end-to-end ML pipelines, fine-tuned LLMs, and implemented AI-enhanced workflows while developing Spark and MapReduce jobs for large-scale data transformation and ETL.

CI

Data Engineer

Cigna Health Insurance

Sep 2022 - Oct 2024 (2 years 1 month)

Designed and implemented scalable ETL pipelines and Spark applications (Scala/PySpark), performed data migration and cleansing, and developed interactive dashboards to support business decision-making.

WL

Data Engineer

Walbrydge Technologies Pvt Ltd

Jun 2020 - Aug 2022 (2 years 2 months)

Led development of scalable real-time data pipelines using Spark, Kafka, AWS Glue/EMR and Snowflake, implemented ETL workflows and created Tableau visualizations for product analytics.

Education

Degrees, certifications, and relevant coursework

Sangeetha hasn't added their education

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Sangeetha My - AI/ML Data Engineer - Fifth Third Direct Bank | Himalayas