Nikhilaa Kanagala

Resourceful team player with experience with common software applications and social media platforms. Well-versed in business organization and strategies for successfully modernizing workplaces. Skilled at project support with proven history of solutions-oriented problem-solving.

Hybrid Predictive Maintenance using Enhanced NASA CMAPSS Dataset
Self-directed project – Python, Google Colab

• Designed and implemented a predictive maintenance system using raw CMAPSS sensor data from NASA.
• Preprocessed data and generated multi-stage health condition labels (Normal → Failure) through clustering techniques.
• Built classification and regression models to predict current degradation stage and estimate remaining useful life (RUL).
• Calculated a dynamic Risk Score to guide real-time maintenance planning.
• Used Google Colab for coding, training, and visualizing model performance with regression metrics and plots.
• Gained practical experience in feature engineering, model evaluation, and translating predictive insights into actionable decisions.

• Recipient of Meridian MUN, 2019.
• Certification of Distinction (2020-2021) from Science Olympiad Foundation for securing zonal rank 21 in telangana zone in the SOF-INTERNATIONAL GENERAL KNOWLEDGE OLYMPIAD.
• Recipient of School Enterprise Challenge, 2018.
• Certificate of merit - march 2021 from Meridian school.
• Volunteered at "International Conference on Emerging Techiques in Computational Intelligence- 2023, organized by Mahindra University.
• World Records for the mega event of Shivathandava Stotram, 2024.
• Certificate Course in Kuchipudi Dance- August 2022 securing First Class.
• Diploma in Kuchipudi Dance- July 2024 securing First Class.
• Certificate of Appreciation for performing in malaysia, 2025.
• Vice President of Kalakriti Cultural Club (2024-2025). Conducted different cultural events like dandiya night, college fests etc.