Research Intern
Developed curriculum generation method that improved performance by upto 20% on robotic tasks.
Feb 2021 - Sep 2022
AeroLeads people directory · profile
Mehul Damani Email & Phone Number
Ph.D. Candidate at MIT
LinkedIn matched
3 data sources
Profile completeness 71%
Role
Ph.D. Candidate at MIT
Location
Cambridge, Massachusetts, United States
Who is Mehul Damani? Overview
A concise factual answer block for searchers comparing this professional profile.
Quick answer
Mehul Damani is listed as Ph.D. Candidate at MIT based in Cambridge, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Mehul Damani.
Mehul Damani previously worked as Research Intern at New York University and Research Intern at National University Of Singapore. Mehul Damani holds Doctor Of Philosophy - Phd, Computer Science from Massachusetts Institute Of Technology.
Profile bio
About Mehul Damani
Hello! I am a third year Ph.D. student at MIT, where I am advised by Jacob Andreas. My research interests lie at the intersection of reinforcement learning (RL) and large language models (LLMs).I believe that RL and LLMs have the potential to synergistically improve each other. I am very excited by the potential of RL to improve reasoning, math, coding, and other capabilities in LLMs. Similarly, I am also interested in harnessing the common-sense knowledge of LLM’s to bootstrap RL methods. Finally, having worked on multi-agent RL in the past, I am also interested in studying cooperation in multi-agent settings, with a particular focus on understanding how LLM agents can be integrated into and benefit from multi-agent frameworks. Previously, I worked with Lerrel Pinto at NYU on developing automatic curriculum learning methods for RL agents. Before that, I was a part of the MARMot Lab at NUS, where I worked with Guillaume Sartoretti on applying multi-agent reinforcement learning to traffic signal control and multi-agent pathfinding.
5 roles
Mehul Damani work experience
A career timeline built from the work history available for this profile.
Research Intern
- Co-authored 4 papers, open-sourced code with 150+ stars on Github - Developed decentralized reinforcement learning solutions for multi agent pathfinding in complex grid-worlds.
May 2020 - Aug 2022
Undergraduate Researcher
- Designed and assembled Vertical Take-off and Landing Aircraft (VTOL) using SolidWorks under the guidance of Professor Ng Bing Feng.- Implemented a control system and tuned control parameters using Pixhawk.- Achieved an endurance of 10 minutes using a 6S Lithium Polymer (LIPO) battery and a takeoff weight of 4.2 Kg.
Aug 2019 - May 2020
Research Assistant At Satellite Research Centre
- Assisting in development of an Attitude Control & Determination System (ADCS) for a Low Earth Orbit CubeSat called SCOOBI.- Developing a data fusion algorithm to obtain orientation with respect to Earth's inertial frame by using data from fine & core Sun sensors, magnetometers and gyroscope which will later be used to control orientation through reaction.
Sep 2019 - Apr 2020
Research Assistant At Temasek Labs, Ntu
- Launched high altitude helium balloon in Malaysia to get data in near-space region (20-30 km).- Implemented LoRa ( Long Range) to track high altitude balloon at line of sight distances greater than 40 km using a glass fibre antenna.- Programmed Arduino and Micropython to integrate sensors into payload for high altitude balloons.- Assisted in.
Jun 2019 - Apr 2020
3 education records
Mehul Damani education
Doctor Of Philosophy - Phd, Computer Science
Bachelor Of Engineering - Be, Mechanical Engineering, 4.81/5
2006-2018, Cbse Grade 12 : 97.6%
FAQ
Frequently asked questions about Mehul Damani
Quick answers generated from the profile data available on this page.
What is Mehul Damani's role at their current company?
Mehul Damani is listed as Ph.D. Candidate at MIT.
Where is Mehul Damani based?
Mehul Damani is based in Cambridge, Massachusetts, United States.
What companies has Mehul Damani worked for?
Mehul Damani has worked for New York University, National University Of Singapore, and Nanyang Technological University.
How can I contact Mehul Damani?
You can use AeroLeads to view verified contact signals for Mehul Damani, including work email, phone, and LinkedIn data when available.
What schools did Mehul Damani attend?
Mehul Damani holds Doctor Of Philosophy - Phd, Computer Science from Massachusetts Institute Of Technology.
Find 750M verified contacts
Search by job title, company, industry, location, and seniority. Export verified B2B contact data when you need it.
Start free trialPeople with similar names
Check these profiles if this is not the Mehul Damani you were looking for.
View similar profiles
