Nutan Tripathy
Bengaluru
Summary
Results-driven Machine Learning Engineer with 3+ years of hands-on experience in designing and implementing advanced analytical solutions. Skilled in applying cutting-edge methodologies to solve complex engineering challenges, with expertise in data analysis, algorithm development, and experimental design. Recognized for exceptional problem-solving abilities, clear communication, and a track record of achieving project objectives.
Overview
3
3
years of professional experience
Work History
Research Engineer
Havells India Ltd
04.2024 - Current
- Developed and deployed an AI-powered recommendation system for smart ACs, delivering personalized settings to over 10,000 users, significantly enhancing user experience and optimizing device performance.
- Designed and launched an ML-driven Auto Mode feature in the app, leveraging external weather data, user behavior analytics, and energy-efficient practices to deliver highly accurate and personalized automation. This feature resulted in a 40% increase in user engagement. Led end-to-end development, from ideation and algorithm design to deployment and monitoring, ensuring robust and scalable solutions.
- Co-developed inference platform for IoT asset monitoring, enhancing real-time analytics and operational efficiency
- Developing an ML-based prediction model to quantify gas leakage in ACs, enabling proactive detection and resolution
- Conducted a comprehensive analysis of app adoption versus remote usage for IoT-enabled devices, providing actionable insights for optimization
Associate Research Engineer
Havells India Ltd
08.2022 - 03.2024
- Conducted in-depth analysis and time series modeling of air quality data
- Built predictive models for Outdoor AQI using XG Boost, covering 87 monitoring stations across India, to provide accurate and actionable insights
- Designed and deployed containerized inference engine using Docker on Azure App Service, enabling real-time and predictive AQI visualizations on mobile app
- Leveraged MLOPs practices for seamless cloud integration and efficient deployment
- Developed and deployed notification system to alert users about unhealthy outdoor AQI on VM, resulting in 40% increase in user engagement
- Developed a robust face attendance system with spoof detection and zone monitoring using OpenCV and face recognition, optimized for edge device deployment with advanced detection and recognition capabilities
- Engineered and deployed high-performance document key point extractor bot using Lamini-735M LLM, ChromaDB, and Streamlit, streamlining document processing and enabling rapid, accurate information retrieval to significantly enhance team productivity and operational efficiency
- Leveraged NLP techniques to analyze service data, generating actionable insights and reports that enhanced team efficiency and improved customer satisfaction
Data Science Research Intern
Havells India Ltd
01.2022 - 05.2022
- Implemented multiple ways to utilize MLflow during machine Learning life cycle for tracking and maintenance of ML experiments
- Worked on FastAPI for building APIs in Python
- Implemented automated processes for data preprocessing and cleaning tasks, reducing manual effort required significantly
Education
MSc Tech. - Electronics
National Institute of Technology
Warangal, TelanganaB.Sc.(H) - Physics
Sri Venkateswara College
12th Grade -
Army Public School
Skills
- Python
- Machine learning
- Deep learning
- Image processing
- OpenCV
- C
- MLOps
- NLP
- Docker
- MySQL
- Mongo DB
- Azure cloud
- Problem-solving
- Effective Multitasking
- Interpersonal Skills
- Team Collaboration
- Written/Verbal Communication
Online Profile
- https://www.linkedin.com/in/nutan-tripathy/
- https://github.com/Nutantripathy16
Certifications And Awards
Certifications
• 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
Awards
• Awarded Employee of the Month for rapid end-to-end development and deployment of an
AQI prediction system.
Timeline
Research Engineer
Havells India Ltd
04.2024 - Current
Associate Research Engineer
Havells India Ltd
08.2022 - 03.2024
Data Science Research Intern
Havells India Ltd
01.2022 - 05.2022
MSc Tech. - Electronics
National Institute of Technology
B.Sc.(H) - Physics
Sri Venkateswara College
12th Grade -
Army Public School
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