NUTAN TRIPATHY
Bengaluru
Summary
Experienced Machine Learning Engineer with over 2.5 years of hands-on experience, eager to apply acquired expertise across diverse domains within a reputable organization, fostering mutual growth and success.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Research Engineer
Havells India Ltd
2024.04 - Current
- Predicted Maintenance Project: - Developed an advanced rule-based machine learning model to predict AC gas leakage, providing early warnings based on telemetry data and achieving 50% reduction in emergency service requests
- Analyzed company’s service data to generate insights and reports, supporting the service team in improving efficiency and customer satisfaction
- Managed project budgets effectively, closely monitoring expenses and ensuring optimal use of resources.
Associate Research Engineer
Havells India Ltd
2023.04 - 2024.04
- Analyzed air quality sensor data for Indoor AQI, developed a training platform and predictive models for outdoor AQI, covering 87 stations across India
- Developed an inference engine platform for AQI devices, enabling a mobile app to display real-time and predicted AQI values in graphical form
- Developed a notification system to alert users about unhealthy outdoor AQI, resulting in a 40% increase in user engagement with the device.
- Reduced project completion time with efficient resource allocation and effective communication strategies.
Post Graduate Engineer Trainee
Havells India Ltd
2022.08 - 2023.04
- Computer Vision Solution for Video Door Phones: - Implemented face recognition and zone monitoring on Raspberry Pi for video door phones, developing a compact 10MB model for efficient edge processing.
- Analyzed telemetry data provided by smart pumps and refrigerator sensors for predictive analytics and innovative idea generation
- Co-authored an AI guidebook for internal teams.
Data Science Research Intern
Havells India Ltd
2022.01 - 2022.08
- Conducted data analysis to drive data science use cases in water purifiers and smart pumps for enhancing product functionality and user experience
- Implemented multiple ways to utilize MLflow during the Machine Learning life cycle
- Explored FastAPI for building APIs in Python
- Implemented automated processes for data preprocessing and cleaning tasks, reducing manual effort required significantly
Education
MSc Tech - Electronics
NIT Warangal
Warangal2022
B.Sc.(H) - Physics
Sri Venkateswara College, University of Delhi
New Delhi2018
12th Grade -
Army Public School
Mathura Cantt2015
Skills
TECHNICAL SKILLS
- Python
- C/C++
- Computer Vision
- MLOps
- Tensorflow
- OpenCV
SOFT SKILLS
- Problem-solving
- Effective Multitasking
- Interpersonal Skills
- Team Collaboration
- Written/Verbal Communication
Projects
- Face Attendance System - Developed an advanced attendance system utilizing OpenCV and face-recognition technology, ensuring spoof-proof verification.
- GenAI PDF Bot Development - Designed an AI-powered PDF bot for internal product and service teams, streamlining document processing and enhancing productivity.
Certification
- AZ-900 [Azure Fundamentals] |Microsoft
- AI-900 [Azure AI Fundamentals] |Microsoft
- Machine Learning for Production (MLOps) Specialization |Deeplearning.ai
- Python For Scientific Computing and Machine learning |NIT Warangal
Achievements
Awarded Star Performer of the Month (March 2024) for successfully delivering an end-to-end project to production on time
Timeline
Research Engineer
Havells India Ltd
2024.04 - Current
Associate Research Engineer
Havells India Ltd
2023.04 - 2024.04
Post Graduate Engineer Trainee
Havells India Ltd
2022.08 - 2023.04
Data Science Research Intern
Havells India Ltd
2022.01 - 2022.08
MSc Tech - Electronics
NIT Warangal
B.Sc.(H) - Physics
Sri Venkateswara College, University of Delhi
12th Grade -
Army Public School
- AZ-900 [Azure Fundamentals] |Microsoft
- AI-900 [Azure AI Fundamentals] |Microsoft
- Machine Learning for Production (MLOps) Specialization |Deeplearning.ai
- Python For Scientific Computing and Machine learning |NIT Warangal
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