Hi, I'm Ayush

AI PM (Data Science)

• Built RAG-based AI solutions using LangChain and GPT-4o in Azure Foundry, automating Q&A and executive summaries, reducing report prep time by ~25%.
• Engineered end-to-end data pipelines with Azure Data Factory and Databricks, leveraging Git-driven CI/CD to automate ETL and model deployment, cutting processing time by ~30%.
• Designed time-series forecasting models with Python/Pandas and SQL to predict True-Up and cash-on-cash metrics, improving projection accuracy by ~12%.
• Developed interactive Power BI dashboards consolidating financial and operational data, adopted by 4 teams for real-time reporting and accelerating insights by ~20%.

Software Engineer II (Data & Cloud)

Software Engineer I (Mobile Application)

• Optimized implant-telemetry flow - cut sync delay 30% and achieved 99% uptime by writing the C# ingestion code, SQLite caching and AWS ETL (S3 + RDS + DynamoDB).
• Built a log-manager dashboard (S3 events & DynamoDB) that improved remote debugging throughput by 40%.
• Enabled 50% faster patient journey analysis by designing SQL views and Plotly graphs in the mobile app.
• Designed Python EDA on 1 M+ respiratory / accelerometer signals, defining features for future sleep pattern models.
• Increased test coverage to 85% unit / 90% UI with pytest and NUnit; served as Scrum Master, lifting sprint velocity 20%.

Decision Analytics Associate (Data Science)

• Ingested 10 M+ records / month via Spark-on-EMR, loading Redshift for near-real-time KPIs.
• Containerized XGBoost & Random Forest workflows on EC2 to improve experiment reproducibility.
• Boosted physician engagement 30\% by converting residual model signals into keyword strategy.
• Mapped patient journeys using PLD & survey data, guiding precise outreach; data insights helped double market share in 18 months./li>

Business Intelligence Researcher

• Optimized implant-telemetry flow—cut sync delay 30% and achieved 99% uptime by writing the C# ingestion code, SQLite caching and AWS ETL.
• Built a log-manager dashboard (S3 events & DynamoDB) that improved remote debugging throughput by 40%.

Program Manager (Volunteer)

• Managed a 150+ member team at the Entrepreneurship Development Cell, mentoring startups and securing $190K in funding.
• Led digital content strategy and market research at CoLinkers Event Management, boosting event visibility and engagement by 20%.

Process Engineer (Intern)

• Analyzed SCADA and DCS data, collaborated with the Control and Instrumentation department, achieved 15% downtime reduction through data-driven optimization of equipment and processes.

Process Engineer (Intern)

• Analyzed data produced by Supervisory Control and Data Acquisition (SCADA) systems to discover trends, patterns, and anomalies in temperature, pressure, and other important indicators in a power generating unit for an aluminum and copper manufacturing facility.

Global Supply Chain Data Scientist (Intern)

• Contributed to international supply chain operations by supporting the relationships with suppliers across 18 countries. Assisted in the development and implementation of a supplier scorecard that reduced defects by 3%.

Social Media Data Scientist (Intern)

• Combined data analysis and content marketing expertise to optimize digital content strategy for website, social media, and email newsletters. Conducted market research and used SEO techniques to increase online visibility and contributed to successful event outcomes.