Open to opportunities

Ayufi Sk

@ayufisk

Message

I build enterprise data platforms and GenAI pipelines that improve performance, governance, and operational efficiency.

India

Message

What I'm looking for

I'm looking to lead scalable data-platform and GenAI initiatives where I can shape architecture, improve data quality and performance, and mentor engineering teams.

At Altimetrik, I lead the architecture of enterprise data pipelines and Medallion Architecture solutions across ingestion, transformation, and serving layers. I also built a Microsoft Teams GenAI chatbot using RAG, Snowflake, Databricks Delta, and the OpenAI API.

Previously at Optum, I led a Delta Lake migration that improved data processing performance and query speed by 70%. I built healthcare ML models, data-quality pipelines, ETL/ELT workflows, and Airflow orchestration for distributed datasets.

My background also includes backend automation, REST APIs, AWS serverless systems, Elasticsearch, SQL optimization, and engineering leadership. I focus on scalable design, clear standards, reliable data quality, and mentoring teams across the data stack.

Experience

Work history, roles, and key accomplishments

Current

Lead Data Engineer

Current

Altimetrik

Sep 2023 - Present (3 years 1 month)

Led architectural reviews and design sessions for end-to-end data pipelines, establishing team-wide standards. Architected and deployed an enterprise GenAI chatbot integrated with Microsoft Teams using RAG pattern.

Python PySpark Airflow Databricks Snowflake PostgreSQL OpenAI API Medallion Architecture Data Governance RAG

Data Scientist & Data Engineer

Optum

Jan 2022 - Sep 2023 (1 year 8 months)

Built and deployed supervised ML models for healthcare analytics. Directed migration of legacy data tables to Delta Lake, achieving 70% improvement in data processing performance.

Python PySpark Airflow ADF Databricks Azure scikit learn Pandas Delta Lake Data Quality ETL ELT A B Testing

Technology Analyst

Infosys

Oct 2020 - Jan 2022 (1 year 3 months)

Designed an Advanced Data Ingestion module integrating structured and unstructured data sources using Elasticsearch. Developed interactive backend applications and automation pipelines.

Python Flask Elasticsearch AWS SQL Data Modeling Agile

Associate Engineer

Cognizant

May 2016 - Oct 2020 (4 years 5 months)

Developed Python and Bash automation scripts that streamlined backend operations, reducing operational overhead by 40%. Designed and deployed RESTful APIs and microservices using AWS Lambda and API Gateway.