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Gurpreet Singh

CHICAGO Illinois, US

Phone: xxx-xxx-xxxx

Email: xxx@xxxx.xxx



  • Looking For: AI Engineer, ML Engineer

  • Occupation: Architecture and Engineering

  • Degree: Professional Degree

  • Career Level: Experienced

  • Languages: English, Hindi, Punjabi, Bengali

Career Information:

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Highlights:A key highlight of my career is my success in leading groundbreaking AI and technology projects, including the development of advanced machine learning models for optimizing graphene-based battery technology. I played a pivotal role in securing $400,000 in VC funding, filed two patents, and built strong collaborations with prestigious institutions like the Illinois Institute of Technology and Northwestern University. Additionally, my work on autonomous underwater vehicles and zero-shot object detection models showcases my ability to drive innovation and solve complex technical challenges, reflecting my deep expertise in AI, computer vision, and product development.

Skills:AI, Transformers, LLMs, GenAI, Machine and Deep learning, Reinforcement learning

Goal:My career goal centers on advancing the application of AI and machine learning to solve complex real-world challenges, particularly in the areas of technology innovation and product development. My aim is to lead impactful projects that leverage cutting-edge AI methodologies, with a focus on both scientific advancements and commercial scalability. Additionally, I seek to drive progress in emerging fields contributing to groundbreaking solutions that benefit industries and society.

Membership:N/A

Certification:1.Arima models in Python, Introduction to Linear Modeling in Python, Image Processing with Keras in Python, Image Processing in Python, Dimensionality reduction in Python, Linear Classifiers in Python 2.Data Types for Data Science in Python, Introduction to Tidyverse, Advanced Deep Learning with Keras 3.Foundations of Probability in Python, Merging DataFrames with pandas, Merging DataFrames with Pandas 4.Importing Data in R, Data Visualization with ggplot2, Introduction to R, Intermediate R 5.Introduction to Statistics in Spreadsheets, Spreadsheet Basics, Data Analysis in Spreadsheets 6.Introduction to SQL, Joining Data in SQL, Introduction to Relational Databases in SQL 7.Unsupervised Learning in Python, Cleaning data in Python, Introduction to Data Visualization with Seaborn 8.Introduction to Tensorflow in Python, Preprocessing for Machine Learning in Python, 9.Cluster Analysis in Python, Introduction to Deep Learning in Python, Introduction to Data Visualization with Matplotlib, Fraud detection in Python, Natural language generation in Python 10.Hyperparameter Tuning in Python, Introduction to NLP in Python, Pandas foundation 11.Machine Learning with PySpark, Data Manipulation with pandas, Introduction to Data Science in Python 12.Sentiment Analysis in Python, Intermediate Data Visualization with Seaborn, Statistical Thinking in Python 13.Machine Learning with Tree-Based Models in Python, Supervised Learning with scikit-learn

Honor:1) Merit based scholarship of 33% for my MBA 2) Merit based scholarship of 50% during my Bachelors


Experiences:

Engineer 05/2022 - current
Fonase Inc., CHICAGO, Illinois United States
Industry: Battery Technology
I developed and optimized advanced AI models tailored to the company's focus on battery technology.
? Designed different NLP models to develop a novel battery technology and led initiatives in leveraging cutting-edge AI methodologies, such as reinforcement learning, to fine-tune and optimize battery-related models ? Developed machine learning models to derive optimal battery performance to be used in mobility industry including EV market ? Filed 2 patents for the Graphene based battery technology with my team members ? Raised $400,000 in private VC investment. ? Established collaboration with universities such as Illinois Institute of Technology and Northwestern University ? Oversaw research and development, strategized business growth, and collaborated with experts and stakeholders to propel Fonase's technological advancements.--
Engineer 01/2021 - 02/2024
AmphibiousAI, Chicago, Illinois United States
Industry: Automotive
I built Zero Shot object detection models to utilize transfer learning for the semantic segmentation of underwater images
? Implemented computer vision models to build image recognition systems and improved the model’s accuracy to 98% ? Used models such as Text-to-Video, Image-to-Video for the project; pre-trained and fine-tuned the models for the underwater object detection ? Developed and optimized computer vision algorithms and filed Provisional patent for Underwater autonomous cars ? Fostered a collaborative environment that emphasized innovation and continuous learning and spearheaded strategic initiatives, aligning the company's technological advancements with market needs. ? Promoted a culture of experimentation, enabled my team to explore cutting-edge AI techniques, particularly in computer vision and object detection for underwater environments. ? Played a pivotal role in securing partnerships and collaborations, which were crucial for the company's growth.--

Education:

Clark University 08/2018 - 05/2020
Worcester, Massachusetts, United States
Degree: Master's Degree
Major:Information Mgmt & Business Analytics
I completed my MBA in Information Management and Business Analytics


Illinois Institute of Technology 08/2020 - 05/2022
Chicago, Illinois, United States
Degree: Professional Degree
Major:Artificial Intelligence
I completed my Professional Maters in Artificial Intelligence (Computer Science).

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