Rehan Nath

Experience

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  Tamil Nadu e-Governance Agency

  May 2023 - Jul 2023

  Summer Intern

  • Revamped data extraction and analysis APIs at TNeGA in Rust, resulting in a remarkable 72% increase in efficiency.• Utilized pytesseract and KerasOCR for character recognition systems to read captchas, allowing scraping of three websites and over 6000 documents.• Developed predictive models, including multivariate regression models and K-Means Clustering for various segment-specific data.• Tailored analyses for MSME and Agriculture departments, extracting actionable insights that resulted in an increase in sector margin through policy recommendations.• Optimized the dashboard, using rigorous modeling and visualization techniques to focus on actionable data for all departments. Show less

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  Mercedes-Benz Research and Development India

  Jun 2024 - now

  Research Intern

  Developing a dynamic range prediction algorithm leveraging a Luong Attention – LSTM model,integrating vehicle parameters and environmental data.• Working on implementing the local model through federated learning, to enhance accuracy ofdistance prediction using driver behavior patterns.• The system will be converted to a Targetlink model, undergoing rigorous Hardware-in-Loop testingand validation against state-of-the-art Mercedes models.