Machine Learning Engineer Computer Vision Engineer Software Dev

ARMAAN SANDHU

Computer Science & Software Engineer Professional

******.******.****@*****.*** 646-***-**** linkedin.com/in/Armaan-S-Sandhu https://github.com/ArmaanSinghSandhu

ABOUT:

Computer Science graduate seeking challenging and rewarding opportunities that will allow me to utilize my leadership and communications skills while benefitting the company. A well-accomplished computer science professional and software engineer with extensive experience and demonstrated success in achieving productivity, and achievement of goals. Dynamic career with strong communication, problem-solving, planning, teambuilding skills. A respectful, reliable, team-oriented, open-minded individual with proven ability to multi-task and perform well in a fast-paced environment across portfolio of projects.

EDUCATION:

Bard College at Simon’s Rock Great Barrington, MA

Bachelor of Science in Computer Science May 2022

·Algorithmic Trading

·Scientific Computing

·Assembly Language

·Topics in Machine Learning

·Cryptography

·Computer Organization

·Artificial Intelligence

·Programming in C/C++

·Digital Photography

·Analog and Digital Electronics

·Discrete Math for Computer Science

·Algorithms and Data Structures

TECHNICAL AND NON-TECHNICAL SKILLS:

Fluent in English, Hindi, Punjabi

Artificial Intelligence, Machine Learning, Deep Learning, OpenCV, Facial Recognition, Computer Vision, GANs, CNN, RNN, Generative Adversarial Network, Reinforcement Learning, PyTorch, TensorFlow, Keras, YOLO, Scikit-learn, Pandas, NumPy, Algorithms, Data Structures, Digital Image Processing, Scientific Computing, Computer Systems Programming, Algorithmic Trading, Cryptography, Data Analysis, Data Science, Statistics, Programming, Arduino, Computer Architecture, Python, Java, C, C++, Assembly Language, R, MATLAB, Octave, SQL, HTML, CSS, JavaScript, TypeScript, Linux, Digital Photography, Software Development, Research, Electronics, Robotics, Unity, Blender, 3D Game Design, Git, Bash

Certified in Artificial Intelligence AND OpenCV and SQL Certified

PROFESSIONAL EXPERIENCE:

Silver Grains Pvt. Ltd. Computer Vision Intern Dec 2021 - Jan 2022

Led independent intern team to create computer vision solution for visual analysis of rice.

Work implemented using OpenCV, TensorFlow, Keras, Pandas and Scikit-learn.

Completed the project which analyzed 7 visual quality parameters replacing around 60 weekly man hours of slow and inefficient manual visual analysis process.

Bard College at Simon’s Rock Swim America Instructor Aug 2019 - Mar 2020

Directly coached and mentored 50+ kids the fundamentals of proper technique and position for swimming. Learned to effectively respond and react with myriad techniques to help students achieve productivity.

Communicated effectively with parents and children on a day-to-day basis concerning each lesson, and successfully augmented strengths and improved weaknesses to pass up more than 40 swimmers.

PROJECTS/RESEARCH:

YOLOv7 Braking Detection July 2022 – August 2022

Developed and trained a model on custom dataset to detect vehicle braking from their tail-light status using YOLOv7

The training model achieved 0.995 mAP @ 0.5. The resulting videos, images, performance metrics and details can be found here: https://medium.com/@armaan.sandhu.2002/e8e7e9db1b3b and https://github.com/ArmaanSinghSandhu .

Thesis: Adversarial Images in Autonomous Vehicles Aug 2021 - May 2022

·Conducted research in identifying the problem of adversarial images of road signs faced by autonomous vehicles.

·Used TensorFlow, Keras, Scikit-Learn and OpenCV to implement a GAN model achieving an accuracy of 87.3%

Human Emotion Analysis using Facial Expression Detection Team Member April 2022 - May 2022

·Developed a computer vision model predicting human emotion by analyzing their facial expressions.

·Used OpenCV, Keras and TensorFlow to implement a CNN model with an accuracy of 66.1%.

SRC Hackathon Team Member Nov 2018 - Dec 2018

Developed a software to simplify technical language into non-technical language in Python.

Received the award for the People’s Choice Category.

Brain Wave Controlled Robotic Arm Jul 2017 - Aug 2017

·Designed a Robotic arm controlled with a NeuroSky EEG brain-wave sensor and Arduino for potential use as a prosthetic limb.

·Project used the EEG frequencies to sense the level of focus, meditation and eyeblink to control the servo motors.

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