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Deepinder Mann is listed as Undergraduate Researcher at UC Berkeley Sky Computing Lab, based in Hollister, California, United States. AeroLeads shows a matched LinkedIn profile for Deepinder Mann.
Deepinder Mann previously worked as Machine Learning Intern at Gavilan College and Assistant Programmer at Diablo Precision, Inc. Deepinder Mann holds Bachelor Of Science - Bs, Electrical Engineering And Computer Science from University Of California, Berkeley.
Deepinder Mann is a Undergraduate Researcher at UC Berkeley Sky Computing Lab.
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Berkeley, California, United States
Working on Machine Learning Systems and Engineering. Integrating Visual-Language Models and LLMs in general as models to fine-tune and infer from for advanced Reinforcement Learning tasks, such as automatically navigating long-horizon web environments.
Gilroy, California, United States
Worked alongside Prof. Paaras Chand to explore Deep Reinforcement Learning.Self-studied Berkeley grad courses, covering the mathematical theory, implementation, and real-world issues of 10-15 deep RL techniques. Included:Deep NNs and their use in Policy Gradients, A2C algorithms, Deep-Q Learning, TPRO and PPO, Value Networks, On/Off -policy/Offline Learning, Exploration, Multi-agent / Self-play training, Markov Decision Processes, Monte-Carlo methodsDeveloped and trained 6-8 PyTorch models and compared their performance in zero-sum games (Connect Four); utilizing Convolutional Neural Networks, multi-agent / self-play trainingUsed ML and application deployment technology, like PyTorch, Gymnasium, OpenSpiel, NumPy, Jupyter Lab/Colab, Linux and CUDA, SSH, pygame, ExpressHelped other groups within Gavilan working on physics research to incorporate neural networks (PINNs) into their researchGathered findings into a poster and video & presented at a large STEM symposium
Hollister, California, United States
Learned how to operate, program, and setup CNC machines (Swiss Screws, laser engravers) and quality control machines (coordinate & optical). Became familiar with software/technologies for the listed machines.Built computers and computer systems, and made sure that software ran smoothly and files were secure and available.Wrote scripts using scientific computing software (SciPy, Octave) and rendering libraries (pygame, processing.js) to act as computational utilities for machining calculations and visualizations.Gained experience reading and writing formal documentation & scientifically gathering and manipulating data for use in optimization, logistics, and operations.
Gilroy, California, United States
Worked as STEM Tutor at the STEM Center and Math Lab at Gavilan College. Tutored in various subjects ranging from Calculus to Computer Science to Chemistry. Worked alongside peer tutors to devise educational strategies and tackle difficult problems. Received training in formal pedagogical strategies.Counseled some students with their course/profession planning
Gilroy, California, United States
Analyzed semiconductor devices at a deep level and their applications as the inner mechanics of analog circuits. Wrote 4 formal IEEE-style reports and synthesized a group presentation for a large STEM symposium. Chose to specialize in logic gates and their applications in digital computing / digital signals.
United States
A coronavirus visualization/research team at Harvard. Worked as a web developer for the Canadian Education Project and other projects.
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Deepinder Mann works for UC Berkeley Sky Computing Lab.
Deepinder Mann is listed as Undergraduate Researcher at UC Berkeley Sky Computing Lab.
Deepinder Mann is based in Hollister, California, United States while working with UC Berkeley Sky Computing Lab.
Deepinder Mann has worked for Uc Berkeley Sky Computing Lab, Gavilan College, Diablo Precision, Inc, and Coronavirus Visualization Team.
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Deepinder Mann holds Bachelor Of Science - Bs, Electrical Engineering And Computer Science from University Of California, Berkeley.
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