CV
Latest CV of Amogh Joshi
Basics
| Name | Amogh S. Joshi |
| Label | Graduate Research Assistant |
| joshi157@purdue.edu | |
| Phone | (765) 701-9080 |
| Url | https://amoghj98.github.io |
| Summary | PhD Student focused on explainable and efficient robot learning. |
Education
-
2021 - Present Doctor of Philosophy (Ph.D.)
Purdue University, West Lafayette, IN
Electrical & Computer Engineering
- System-on-Chip Design
- Embedded Systems
- Digital System Design Automation
- Reinforcement Learning
- AI Hardware
- Linear Algebra
- Computational Models and Methods (DSA)
-
2016 - 2020
Work
-
2021.01 - 2021.08 Project Research Assistant
Indian Institute of Technology, Bombay
Designed an Tested a complete sensory avionics suite, along with various payloads for a tethered aerostat system
- Project HERCARA
Projects
- 2025
Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge
- Fine-tuned LLM to predict maneuver feasibility
- System capable of adapting to environmental changes in real-time and aborting maneuvers in flight, if necessary
- Published at IJCNN 2025
- 2025
Real-Time Neuromorphic Navigation: Guiding Physical Robots with Event-Based Sensing and Task-Specific Reconfigurable Autonomy Stack
- Video available here: youtu.be/9Gnjpb1k2Lo
- Presented at ICRA@40 2024
- 2024
SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning
- improves sample efficiency of across all tested environments by >25%
- Transfers across training algorithms
- Published at ICRA 2025
- 2023
FEDORA: A Flying Event Dataset fOr Reactive behAvior
- First-of-its-kind fully synthetic dataset
- >2x higher data rates as compared to state-of-the-art
- Published at IROS 2024
Skills
| Programming Languages | |
| Python | |
| C | |
| C++ |
| Operating Systems | |
| Ubuntu |
| Development Tools | |
| Docker | |
| GitHub |
| Deep Learning Frameworks | |
| PyTorch | |
| HuggingFace | |
| OpenCV | |
| numpy |
| Robotics/Simulator Frameworks | |
| Stable Baselines3 | |
| GazeboSim | |
| Robot Operating System (ROS) | |
| MuJoCo |
References
| Prof. Kaushik Roy | |
| PhD Advisor, Purdue University, kaushik@purdue.edu |
| Prof. Rajkumar S. Pant | |
| Undergraduate Thesis Advisor, Indian Institute of Technology Bombay, rkpant@aero.iitb.ac.in |