Avinash Nair
@avinashnair
Engineer – II Data Science at Neewee Analytics
Bangalore
Avinash Nair is a Data Scientist with a major in Computer Science, possessing extensive experience in Data Science and Machine Learning. He has applied his skills across the Finance and Automobile domains. He is proficient in utilizing advanced analytics techniques and staying current with the latest technologies.
Experience
Engineer – II Data Science
Neewee Analytics
BPS (Batch Production Scheduler): Proficient in scheduling technical steps, respective equipment, and skilled operators in an optimized manner, minimizing work in progress. Implemented the scheduling system for both discrete and continuous processes.
Data Scientist Solution Engineer
Quality Kiosk Pvt ltd
Built a Validation engine For Comparing Two Navigation Systems using Object detection framework (YOLOV5) & OCR. Conducted POC for Connected Motorcycle (Data collection and Data analysis). Developed Automation Framework Which Reduced Human Effort by 70%. Built a Data Consolidation system using Python, aggregating and integrating data from multiple sources. Created API for model deployment and Database creation. Built an ML model which improved the user Activation Rate (Macroeconomic-Data), increasing Customer Retention by 20%. Performed Customer Segmentation based on RFM value, Investment Patterns, and Lifecycle of engagement. Performed Sentiment Analysis for customer feedback and visualization on the District level across India.
Education
Jain (Deemed-to-be-University)
Masters of Computer Application (M.C.A)
Aegis School of Data Science, Cyber Security and Telecommunication and Big Data
Post-Graduation in Data Science, Business Analytics and Big Data