I am a Software Engineer with a strong foundation in AI model architectures and Data, I combine deep learning with traditional robotics to help robots sense, move and think! I also leverage data analytics to extract meaningful insights and optimize both robotic behavior and system performance, bridging the gap between perception, decision-making, and real-world action.
- Micro-Robotics: Leading in-depth literature reviews on biological locomotion and motion planning, analyzed 15+ papers, and evaluated 5+ techniques till now to inform energy-efficient, mobile micro-robotic designs.
- Automated an experimental system using ESP32 and PID control, boosting precision by 15% in dynamic processes.
- Used control algorithms for robotic chemical handling, including sensors, and actuators, to optimize performance.
- Applied genetic algorithms on vector datasets to optimize drug lead identification and enhance the compound's solubility.
- Engineered prototypes for Asia-Pacific robotics competitions (ROBOCON), solving complex tasks with Python and C++.
- Integrated deep learning algorithms with OpenCV for object detection and coded various mechanisms on Arduino.
- Refined control algorithms for 3 and 4-wheeled holonomic locomotion improving navigation with ROS and Gazebo.
- CNN-based document system using VGG16 and InceptionResNetV2, achieving 85% accuracy across 16 document sets.
- Utilized TensorFlow and Keras to make models with parallel stacking and hyperparameter tuning to boost accuracy.
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- Email: adsane@syr.edu
- LinkedIn: Adishree Sane
- Website: adi095.github.io
- Location: Syracuse, NY
• IEEE - 'Animal Healthcare and Farm Animal Disease Prediction' with CNN for skin disease prediction.
• Springer – ‘ATM Security System Using Gesture and Hand Vein Recognition’ using CNN and Raspberry Pi.
Currently seeking full-time opportunities in Robotics and Artificial Intelligence, with a focus on:
- Robotic Software Engineer/Developer
- Computer Vision / Perception Engineer
- Artificial Intelligence/ Machine Learning engineer
- Python Developer
- C++ Developer