Work Experience
AI/ML Intern
May 2022 - Apr 2023Alpha Ventures - Bengaluru
- Pioneered a Random Forest Regressor, achieving 86% test accuracy in predictive performance for automated irrigation, working with team of 5 as project lead.
- Optimized a smart sprinkler system reducing water consumption by 65% compared to traditional methods, outperforming competing “smart” solutions by 15%.
AI Research Intern
Feb 2023 - Apr 2023Indian Institute of Science (IISc) - Bengaluru
- Engineered CNN models integrated with IoT robotics for real-time body-balancing task guidance, boosting system accuracy and improving the learning rate by 50%.
- Optimized TensorFlow Lite deployment on Raspberry Pi with AWS S3 data storage to shrink model size and enable low-latency inference, reducing cloud round-trip by 40%.
- Fine-tuned GPT-3 to serve as a virtual educator and applied customized reinforcement learning algorithms, enhancing skill acquisition by 60% through adaptive, real-time feedback.
Machine Learning Intern
Aug 2020 - Dec 2021DHI Flagship and Innovation Centre - Bengaluru
- Developed an AI product to assist visually impaired individuals by improving accessibility to public transportation, currency recognition, and road-crossing safety through real-time object-detection and interaction.
- Created YOLOv5 and advanced Computer-Vision models (Mobilenet) deployed on edge device, achieving 95% accuracy in identifying public buses and currency denominations in diverse conditions.
- Designed and integrated an audio-based interaction system on the Raspberry-Pi, enhancing user experience by reducing response time by 30% and ensuring real-time communication.