Summary
Work History
Education
Skills
Additional Information
Timeline
Generic

Baljindersingh Bedi

Chicago,IL

Summary

As a student, I am actively pursuing my MS in Artificial Intelligence. Throughout my academic career, I have gained a deep understanding of AI technologies, machine learning algorithms, and data analysis tools. In addition to my academic pursuits, I have also worked as an intern for 3 years, where I gained valuable experience in auditing, direct and indirect tax, and accounting-related work. My experience in these fields helped me develop strong analytical skills, attention to detail, and the ability to work well under pressure. As I continue to expand my knowledge and skills in the field of AI, I am excited to explore new opportunities and apply my expertise to solve complex problems. Hardworking and passionate job seeker with strong organizational skills eager to secure entry-level [Job Title] position. Ready to help team achieve company goals.

Work History

Artificial Intelligence Engineer

RadicalX
06.2023 - 08.2023
  • Developed an AI system using OpenAI API for generating a comprehensive knowledge base, including subjects, topics, and detailed question-answer formats
  • Enhanced LLama2 model's quiz generation and answer explanation capabilities through knowledge base fine-tuning
  • Implemented FAISS for vector database management and adapted the quantized 8-bit LLama2 model for CPU efficiency
  • Conducted comparative analysis between BERT and LLama2 models, with LLama2 demonstrating superior results
  • Leveraged open-source models to ensure data privacy and transparency in model training
  • Created an algorithm for personalized and adaptive learning, aligning with user behavior, hobbies, and topic proficiency.

Education

Master of Science - Artificial Intelligence

DePaul University
Chicago, IL
06.2024

INTERMEDIATE - Tax Law/Taxation

The Institute of Chartered Accountants of India CA
05.2018

Bachelor of Commerce - BCom - Accounting And Finance

Gujarat University
Gujarat
03.2016

Skills

  • Python
  • Java
  • PHP
  • SQL
  • Artificial Intelligence
  • Transformers
  • Large Language Models
  • Machine Learning
  • Computer Vision
  • PyTorch, TensorFlow
  • Algorithm Design
  • Advance Algorithm
  • Database Structures
  • Data Structures
  • Scikit-Learn Library
  • Android Studio
  • OpenCV, Tesseract OCR Engine
  • Firebase, MySQL, PHP
  • Machine Learning Libraries (like Linear Regression, Decision Tree, Random Forest, Gradient Boosting, Ada Boost, XBoost, DNN, RNN)
  • Algorithm Development
  • Data Visualization
  • Neural Networks
  • Problem Solving
  • Natural Language Processing
  • Reinforcement Learning
  • Feature Engineering
  • Model Evaluation

Additional Information

  • PROJECTS
  • Optimizing Optical Character Recognition (OCR) through Image Preprocessing (School Project, Sep 2023)
  • Conducted a school project to enhance OCR accuracy using image preprocessing techniques in Python and OpenCV. Applied grayscale conversion, noise reduction, edge detection, and other methods, testing on diverse image types. Significantly improved OCR accuracy by innovatively combining multiple preprocessing methods. Established a new standard in OCR technology with advanced image processing techniques.
  • Predicting Bank Loan Defaults Using Machine Learning (School Project, Sep 2023)
  • Led a school project to develop a predictive model for bank loan defaults using Python's machine learning libraries like Linear Regression, Decision Tree, Random Forest, Gradient Boosting, Ada Boosting, XBoost, DNN, RNN. Utilized a dataset with credit applicant information, analyzing features like loan grade, income, employment, home ownership, and credit history. Enhanced loan decision-making accuracy by employing various machine learning models to classify customer profiles based on their risk of defaulting on loans. Advanced financial risk assessment and management with cutting-edge data analysis and machine learning and focused on improving the accuracy of predictions to aid banks in making informed loan decisions.
  • Here Am I Chat Application (2016)
  • Developed "Here Am I" chat app with pioneering friend-tracking features using Java, Android Studio, Firebase, MySQL, and PHP. Implemented real-time friend location tracking and historical path display, ahead of major market competitors. Integrated secure authentication and responsive user experience with Firebase and MySQL.

Timeline

Artificial Intelligence Engineer

RadicalX
06.2023 - 08.2023

Master of Science - Artificial Intelligence

DePaul University

INTERMEDIATE - Tax Law/Taxation

The Institute of Chartered Accountants of India CA

Bachelor of Commerce - BCom - Accounting And Finance

Gujarat University
Baljindersingh Bedi