1. Data Analystwith 3 years of experience in data analytics and projectdevelopment. Worked extensively on data
analyticsand IOTbased projects and possess in-depth knowledge in machine learning,exploratory data analysis,
model designing.Proficientin python, data structures,openCV and graspingnew technical concepts and
implement same in productive manner. Member of Wipro AI/ML team and in possession of bachelor’s degree in
Computer Scienceand Engineering.
Data Analyst
Wipro Limited
12/2016 – Present Bengaluru, India
Developed unsupervised machinelearningmodels
for condition monitoringof industrial equipment
rigs.
Designed PowerBI visualization dashboard and
docker module to publish data to dashboard in real
time.
Implementation done usingMS Azure cloud platform
IOT edge deployment service.
Developed a CV based anomaly detection model
to find defects on hydraulicrods.
Implemented a number of augmentation techniques
alongwith different architectures to reach higher mAP.
Developed solution predicts anomalies with 94%
accuracy.
Solution was designed for edge inferencingusing
OpenVINO.
Developed Computer Vision/ DNN based solution to
monitor parkingspaceand analyzed spaceutilization
for better suggestion of parkingslots.
Enhanced accuracy of solution by replacingLBP
model with SSD model.
Developed module to handlemultiplecamera feeds
Ritesh Soni
Data Analyst
WORK EXPERIENCE
PROJECTS
Anomaly Predictor for Industry 4.0
Smart Parking
SKILLS
Python TensorFlow
Keras Automation
Exploratory Data Analysis
Azure IOT Docker
Machine Learning REST API
Power BI Data Visualization
MySQL
Cognitive Quality Genius
2. and integrated it to product.
Developed a CV based solution to detect and
analyzeinterest of different people, age
groups, gender in displayed advertisements.
Developed a supervised model to suggest the
advertisement content for particularduration
of day.
Developed log label predictor usingNLP and LSTM
with TensorFlow to automate logassigningprocess.
Developed solution provides efficientway to label
logs automatically with accuracy of approx.89%.
Integrated solution to Wipro Holmes platformusing
REST api.Implemented multipleparallel instances
of solution and their trainingin background.
Public Monitoring Kiosk INTERSTS
Online Machine Learning
GCP Quantumcomputing
ReinforcementMachine Learning
Log Analyzer
