Scholar
Deepak Singh
Google Scholar ID: C7QA4swAAAAJ
Robotics PhD Student at WPI
Citations & Impact
Citations
128
H-index
4
i10-index
1
Publications
7
Co-authors
12
list available
Publications
Resume (English only)
Research Experience
- Currently working as a Machine Learning Scientist at Hike.
- Involved in multiple AI projects, including:
- - Text-to-speech system for a customer support chatbot supporting multiple Indic languages.
- - Analyst Co-Pilot Tool (Text2SQL): Developed RAG approaches using vector embeddings of SQL table information with open-source models (StarCoder, LLaMa) and paid models (GPT-4, GPT-3.5).
- - AI-based avatar generation for the Rush Gaming Universe (RGU): Developed prompt-to-mesh and image-to-mesh models.
Miscellany
- Technical Skills:
- - Programming: C++, Python, MATLAB
- - Libraries: TensorFlow, PyTorch, ROS, Ceres, GTSAM, OMPL, OpenCV
- - Cloud Services: Google Cloud Platform
- - Simulators: Gazebo, AirSim
- - Operating Systems: Ubuntu, Windows
- - Hardware: LIDAR, Camera, IMU, GPS, Pixhawk, Jetson Nano, Li-Ion Batteries
- Contact: say2deepaksingh@gmail.com, deepak.si@hike.in, deepaks.ec.16@nsit.net.in, deepak@filterpixel.com
