Yash Nagda
Development
Rajasthan, India
Skills
Machine Learning (ML)
About
YASH NAGDA's skills align with IT R&D Professionals (Information and Communication Technology). YASH NAGDA has 6 years of work experience.
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Work Experience
Data Scientist
GKMIT PVT. LTD
October 2020 - Present
- McKesson Corporation Worked on a project to optimize the process of buying drugs for healthcare practices in GPO contracts space, used Operation Research to create a mathematical model using MIP and Time series forecasting, resulted in savings of around $2 million profit per quarter for practices in initial POC. Built Payer consolidation algorithm using rule-based heuristics and hierarchical clustering on 30 TB of EHR data resulting in 20% increase in the revenue for the customers. Improved the recommendations coverage by 10%, using an unsupervised Drug Similarity Matching algorithm for unspecified drugs using PubMed BERT, and Cosine Similarity. Dayatani Created and deployed a chatbot for Agritech startup Dayatani by using Azure OpenAI, Langchain, Pg Vector and Flask. Implemented RAG system for 10 GB textual data of books, research paper and automated the process by deploying it as flask microservice with redis. Implemented some cutting edge LLM features like Multi Agent framework, Tree of Thoughts, Custom Agri ML Models Integration using Function calling, Text to speech and Speech to text. Leadership Conducted more than 50+ data science Interviews for GKMIT and other clients as well. Trained around 7+ Interns and currently mentoring 1 Junior data scientist.
Software Engineer
GKMIT PVT. LTD
October 2019 - October 2020
- Increased the downloads by 108% and active users by 87% in 1 year for an eCommerce app called ATCOST (50,000 users) by improving its UI, Order Flow and performance.
Co-Founder
Geekstairs Technologies
August 2018 - October 2019
- Developed a mobile app from scratch for teachers and reached 10,000 users on google play (link). Built an app that tracks monthly spending by reading user's SMS, leveraged NER and deep learning to extract transaction information.
Education
Aravali Institute of Technical Studies
Bachelor of Technology in Computer Science
