HE

Hema Edavala Patti

Available to hire

AI/ML Engineer with around 5 years of experience building scalable data pipelines, production-grade machine learning systems, and enterprise AI solutions across legal-tech, healthcare, finance, and public-sector domains.

About

AI/ML Engineer with around 5 years of experience building scalable data pipelines, production-grade machine learning systems, and enterprise AI solutions across legal-tech, healthcare, finance, and public-sector domains. Skilled in Python, PySpark, SQL, ETL/ELT, and distributed computing, with hands-on expertise across AWS, Azure, and GCP. Experienced in developing end-to-end ML workflows including feature engineering, model training, MLOps automation, and deployment using Kubernetes, Docker, and Airflow. Proficient in building RAG and vector-search applications using GPT, LangChain, FAISS, and Pinecone. Strong background in big-data processing with Apache Spark,
Kafka, Databricks, Snowflake, and modern deep-learning frameworks like TensorFlow and Scikit-learn. Known for delivering secure, compliant (HIPAA/GDPR) AI systems that improve decision-making, reduce fraud, and automate complex legal and business workflows.

  • 4 years' experience
  • Joined November 2025

Industry experience

  • Software & Internet
  • Financial Services
  • Healthcare
  • Professional Services
  • Government

Work experience· 7 roles

Data Scientist (GovPanel Project) · GovPanelDec 2024 – Dec 2024 · 1 mo

Orchestrated end-to-end automated data pipelines from AWS S3 to Snowflake using Snowpipe, CloudWatch, and Kafka Streams during a 4-month contract, improving healthcare data availability by 40% for global analytics teams under tight deadlines.

AI Engineer · GovPanelSep 2024 – Dec 2024 · 4 mos

AI-powered Legal Intelligence Platform: Built end-to-end AI pipelines using Python, PySpark, and AWS Glue to ingest and pre-process large-scale legal documents, enabling agent AI workflows for precedent and compliance analysis.

Data Engineer · GovPanelSep 2024 – Dec 2024 · 4 mos

Orchestrated end-to-end automated data pipelines from AWS S3 to Snowflake using Snowpipe, CloudWatch, Kafka Streams during a 4-month contract; improved healthcare data availability by 40% for global analytics teams under tight deadlines.

Data Engineer/ETL Developer · AccentureJul 2023 – Jul 2023 · 1 mo
Data Engineer / ETL Developer · AccentureJul 2021 – Jul 2023 · 2 yrs 1 mo
Data Engineer/ETL Developer · PVT LTDJun 2021 – Jun 2021 · 1 mo
Data Engineer / ETL Developer · SmartBeings Software Innovations Pvt LtdMay 2019 – Jun 2021 · 2 yrs 2 mos

Education

Masters in Business Analytics and Information Systems · University of South Florida2023 – 2025
Bachelor of Computer Science · Bharath University2030 – 2025
Master’s in Business Analytics and Information Systems · University of South Florida2023 – 2025
Bachelor’s in Computer Science · Bharath University2030 – 2025

Certifications and awards

AWS Certified Data Engineer2030 – 2025
Databricks Certified Data Engineer Associate2030 – 2025
AWS Certified Data Engineer - Associate2030 – 2025

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