RISHABH RAJPUT
@rishabhrajput
AI/ML Computational Science Analyst at Accenture
Pune, India
Highly skilled in training, tuning and deploying machine learning models for tasks like information extraction and retrieval. Proficient in Natural Language Processing techniques including summarization and QnA,as well as Computer Vision tasks such as object detection and segmentation. Possess experience working on real-world projects in various domains,like Retail, Supply Chain, Life Sciences and defense.
Experience
AI/ML Computational Science Analyst
Accenture
Developed and deployed production-grade summarization and QnAsolutions leveraging GPT-3.5 on Microsoft Azure Cloud. Enhanced solution effectiveness by leveraging LangChain frameworks. Developed functions to generate summaries with 3 different tones and lengths. Implemented usage metric tracking and incorporated feedback for performance improvement. Achieved 90%accuracy in answering user queries with the QnA system. Reduced document processing time by 30% using the summarization capability.
ML Engineering Analyst
Accenture
Worked for one of the largest Pharmaceutical and Life Sciences client: Worked on Waste Management and Product Quality Prediction for Pharmaceutical manufacturing, achieved 82% accuracy. Created and Automated end to end data pipelines in Domino Data Lab and Tableau Prep, including data cleaning and transformation which saved 8-10 hours/month of manual work. Developed Tableau and Spotfire Dashboards for various business KPI metrics as per requirement. Provided clear and concise explanations of complex data visualizations in multiple dashboards, ensuring business user comprehension and effective decision-making. Bridged the gap between technical and non-technical audiences by translating data insights into actionable recommendations for business users. Enhanced user adoption of businessintelligence tools by providing ongoing support and addressing user queries related to multiple dashboards.
Machine Learning Engineer
Adverto
Worked ona military project of object detection and deployed it on NVIDIA Jetson Xavier, Raspberry Pi, and Google Coral dev board.
Education
Indian Institute of Information Technology, Jabalpur
B. Tech
Electronics and Communication Engineering
Licenses & Certifications
Neural Networks and Deep Learning
Hyperparameter Tuning, Regularization and Optimization
Structuring Machine Learning Projects
Sequence Models
Data Science in Python
Introduction to TensorFlow