Karandas K.
Azure Certified Data Scientist Associate •Leveraged Gen AI, Machine Learning and Computer Vision algorithms to improve business processes •Turning Data Into Strategic Insights
Bengaluru
6+ years of work experience
Apr 20251 yr 6 mosPresent
Hybrid
Apr 20214 yrsMar 2025
Bengaluru, Karnataka, India
Object Detection/Tracking Projects:
• Sewer Pipe anomaly detection and classification: Worked on this project where the
objective was to detect and classify the defects found in the sewer pipelines. Was
responsible to build the training model using YOLO with 96% accuracy.
• Street light Classification: Worked on a Street light pole classification project where the
objective was to classify the poles from the material on the street light utility poles.
Successfully trained a model using YOLO with 89% mAP resulting in finding a lot of
manual entry error classifications which helped save thousands of dollars.
• Pavement Damage Detection: Worked on a Road damage detection project to detect
the cracks and damages on the roads. Successfully trained a model using YOLO with
84% mAP.
Dashboarding and EDA:
• Tollway transactions: Successfully built multiple dashboards for tollway transactions
with traffic volume, peak/off-peak statistics, hourly distribution, and Speed distribution
on different lanes using Plotly Dash and deployed it using Green Unicorn (Gunicorn)
and Nginx.
Weather Data Extraction:
• Worked on a prediction project where the responsibilities included Researching
various other data sources for weather/rainfall forecasts. Automated process of
extraction and wrangling the data using python scripts to extract NOAA Nexrad
reflectivity and HRRR reflectivity based on input time and location. The research
included linking reflectivity data with rain gauges and analyzing the data during the
overflow of sewer pipes.
Jul 20188 mosFeb 2019
Bengaluru, Karnataka, India
Worked as a Graduate Engineer Trainee managing the data and all the information in Plant & Machinery(P&M) Department. Preparing preventive maintenance schedule, KPI, MIS Reports for the machineries and ensuring the proper usage of machineries, projects associated with construction.
Jul 20171 moJul 2017
Mangaluru, Karnataka, India
Karandas’s AI Stack
Education
Post Graduate Program in Data Science and Engineering, Data Science
Great Lakes Institute of Management
20192 yrs2021
Advanced Certification in Data Science and Artificial Intelligence by Intellipaat, Data Science
Indian Institute of Technology, Madras
20221 yr2023
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