Skills
Work Experience
Data Scientist Intern at Eavetop Softtech Private Limited
December 1, 2023 - July 1, 2024Engineered automated CAD system using U-Net/Mask R-CNN, processing 10K+ aerial images at 98% accuracy. Created an aerial imaging pipeline cutting measurement time 40% while surpassing manual measuring methods. Enhanced the roof measurement process by reducing report drafting time by 50% and cutting costs by 30%.
Data Scientist Intern at Amara Raja Group
May 1, 2023 - June 1, 2023Built solar power prediction model (95% accuracy) with 50K+ data entries, boosting the grid efficiency by 20%. Fine-tuned predictive model achieving RMSE 2.5, MAE 1.8, and MAPE 3.5% via 10-fold cross-validation. Streamlined supply-demand balancing via real-time analytics, slashing blackout by 18% and boosting reliability by 20%.
Research Assistant at Vellore Institute of Technology
June 1, 2022 - July 1, 2024Engineered predictive models using ANN/RNN architectures achieving 95.7% accuracy with SMOTE balancing. Designed and deployed an LSTM-based sentiment analysis model, achieving 96% accuracy across 179K COVID-19 tweets to drive actionable, data-driven insights. Streamlined data preprocessing pipelines, boosting ANN/RNN accuracy by 20% under Dr. B. Valarmathi’s guidance.
Education
Master's at University of California, Riverside
September 1, 2024 - January 5, 2026Bachelor of Technology at Vellore Institute of Technology, Vellore
July 1, 2020 - May 1, 2024Qualifications
Industry Experience
Software & Internet, Education, Professional Services, Media & Entertainment
Skills
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