Akshay Vadala
Machine Learning Engineer @ TEMPUS Healthcare, LLC | Information Technology
- Role
- Machine Learning Engineer at Tempus Healthcare, Llc
- Location
- Cincinnati, OH, US
- LinkedIn followers
- 500 followers
About Akshay Vadala
Currently serving as a Machine Learning Engineer at TEMPUS Healthcare, I contribute to enhancing clinical workflows through the development and deployment of innovative solutions. Utilizing tools like Hugging Face, LangChain, AWS Glue, and PySpark, I focus on streamlining ETL processes, reducing data latency, and integrating GenAI-powered NLP models for clinical documentation and decision-making. Pursuing a Master\'s Degree in Information Technology at the University of Cincinnati, I am committed to leveraging my expertise in data visualization, programming, and computer science to address complex challenges. My goal is to drive impactful healthcare outcomes by transforming unstructured data into actionable insights through advanced analytics and cutting-edge technology.
Experience
Machine Learning Engineer
Jun 2024 — Present · US
Designed and deployed LLM-powered NLP models using Hugging Face and LangChain, reducing clinical documentation processing time from 28 to 8 hours across 5 departments.• Engineered PySpark-based ETL pipelines using AWS Glue and S3, lowering data refresh latency from 12 hours to under 8, impacting 30+ internal stakeholders.• Integrated GenAI summarization and sentiment analysis tools into healthcare dashboards, supporting clinical decisions for 300+ patient cases weekly across 5 care teams.• Developed interactive Tableau and Power BI dashboards to visualize sentiment insights and KPIs across 12+ clinical programs, enabling faster reporting and leadership alignment.• Standardized NLP preprocessing workflows, improving annotation accuracy and adding validated clinical notes weekly, boosting model training efficiency.
Education
KL University
Bachelor of Technology - BTech, btech
2019 — 2023
KL University
Bachelor's Degree, Computational Science
University of Cincinnati
Master's Degree, Information Technology
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