Portfolio
Prashant Portfolio of projects done at - Google, Microsoft, JPMC
JPMC
Stock Price Movement
Earning Call Analysis
PI and data privacy
Ask questions from data
Data Quality
Data Governance and Protection
Consumer Feedback - COVID
Support ticket classification
Convert document to Research Paper
Find anomalous flight landing
Which backup jobs will fail
Extract info from medical labels
Microsoft
Predictive maintenance related work
Project worked on
Description
Predictive Monitoring
Monitor emergencies even when equipment fails
Implemented at National-Water-Center
Dataset: Streamflow
Link: Slides, Paper: Predict reservoir inflows
Book: Machine Learning Research Paper to predict water flow in Streams
Predictive Maintenance
Determine remaining life, when equipment will fail
Link:
Blog 1- Strategy Blog 2-Plan Blog 3 - Solution
Industry 4.0
Strategy for Industry 4.0 - Industry 4.0
Flight Landing anomaly
Implemented at Google
Determine which flight landing is anomalous
Use VAE to find an anomaly
Aircraft hijack risk
Implemented at Google - an anomaly in flight path behavior
Other
Identify when a software backup job will fail.
Automated Data Quality
Build a solution and wrote a paper at JP Morgan
Link: Slide, additional information
ADHD
Health domain but the model is similar.
Model determine which child may require Doctor’s help.
Link: Slide
Please introduce me to your manager. Do Let me know if I need to sign NDA. Let me know the steps to take it forward.