CV
General Information
Full Name | Avneesh Mishra |
Date of Birth | 27th May 1999 |
Languages | English and Hindi |
Education
- 2021 - Present
MS by Research (CSE)
International Institute of Information Technology, Hyderabad
- At Robotics Research Center, under Prof. Madhava Krishna
- SLAM (Simultaneous Localization and Mapping) using cameras.
- Deep Learning, local feature matching, global image and sequence descriptors, structure from motion, bundle adjustment, etc. Notion
- RRC Summer School 2022 - Multi-View Geometry (4/4) - GitHub, Notion, YouTube Playlist (my lecture)
- Student SysAdmin (from May 2022 to Feb 2023)
- 2016 - 2020
B.Tech. in Mechatronics Engineering
Manipal Institute of Technology, Manipal
- Mechatronics system design, microcontrollers, digital logic
- Basic Robotics (kinematics, dynamics, path planning)
- End-Term Report
Experience
- Mar 2021 - Aug 2021
Consultant
ARTPARK, RBCCPS, IISc Bangalore
- Dec 2019 - Jul 2020
Student Intern
Centre for Artificial Intelligence and Robotics, DRDO
- B.Tech. Final year practice school. Development of a Quadruped Robot.
- Developed a quadruped test platform (software and embedded program)
- Introduced to basic research
- Literature review of legged robots, actuators, gait algorithms
- Aug 2019 - Nov 2019
Laboratory Teaching Assistant (Part Time)
Manipal Institute of Technology
- Robotics Lab I (MTE 2162) for third-semester students
- May 2019 - Jul 2019
Internship Trainee
ABB Bengaluru
- IRB Robots, projects related to pick and place, palletizing, welding, and automatic coordinate measurement machine. Collaborative robots, ABB RobotStudio.
- GUIs using TKinter (Python)
- Nov 2018 - May 2019
Technical Head
ISA Manipal Students' Section
- Aug 2017 - Dec 2018
Student Project - Team Member
RoboManipal, Manipal Institute of Technology
- Was the head of research and development (Mar 2018 - end)
- May 2018 - Jul 2018
Research Intern
Sirena Technologies Private Limited
- My first experience with computer vision, artificial intelligence, robotics (kinematics), and various software frameworks.
Open Source Projects
- 2022 - Present
FeatMF
- In development. A framework which combines local and global image feature methods and related downstream tasks into one package. Currently on-hold due to other obligations.
- 2022 - Present
MLHub
- In development. A central repository of various models (training, good documentation, and inference). Currently on-hold due to other obligations.
Honors and Awards
- 2020
- Branch topper in Mechatronics (B.Tech.)
- 2018
- Quarter-final Round of IICDC (India Innovation Challenge Design Contest) 2018 - DST & Texas Instruments
Academic Interests
-
Computer Vision
- Local, global, semi-global, and sequence descriptors
- Mapping and Localization, Structure from Motion, Bundle Adjustment
-
Deep Learning
- Various detection and description pipelines
Other Interests
- Hobbies: Reading, finance, walking, listening to music, food