Education

Master of Science in Computer Science

California State University - Fresno, CA, USA

August 2021 - December 2023

• Relevant Coursework:
  1. Advanced Software Engineering: Designed a listserve directory using several design patterns as a project.
  2. Artificial Intelligence: Developed a machine learning model using DecisionTreeClassifier, RandomForestClassifier, C-based support vector classification system, and SGDClassifier, and provided an analysis on which classifier is best for predicting fake news from user inputs.
  3. Advanced Data Structures and Algorithms: Completed detailed coursework on data structures and algorithms, including basic structures to NP-hard problems.
  4. Human-Computer Interaction: Conducted detailed coursework on UI/UX and human-computer interaction and built a remodeled prototype tool of the Fresno State student portal using Adobe XD.
  5. Master’s Thesis: Designed a new machine learning meta-heuristic optimization algorithm and conducted a detailed comparative case study for continuous, non-continuous, and discrete optimization problems.

Bachelor of Engineering in Computer Science and Engineering

Sant Longowal Institute of Engineering and Technology, Punjab, India

August 2014 - May 2018

• Relevant Coursework:
  • Fundamentals of Computer Science
  • Data Structures and Algorithms
  • Operating Systems
  • Database Management Systems
  • Artificial Intelligence
  • Theory of Automata
  • C/C++ and System Programming

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Skills & Expertise

Programming Languages

• Java, Python, MySQL, JavaScript

Frameworks

• JUnit, Spring, MVC, Bootstrap, PyTorch, React

Developer Tools

• Git, Jira, NumPy, Scikit-Learn, REST APIs, IntelliJ, Jenkins, Docker

Machine Learning

• Deep Learning Model Design, Classification, Regression Models, Load-Train-Test-Deploy-Inference Pipeline, ETL Pipeline
• ML Libraries : GBM, XGBoost, LightGBM, L1/L2 and Elastic Net regularization
• LLM’s Fine Tuning(PeFT- LoRA, qLoRA), Prompt Engineering
• Metaheuristic Search Algorithm Design, VectorDB, AWS-Sagemaker
• Huggingface-Libraries, Transformer Architecture, RAG Architecture

Software Engineering

• Data Structure, System Design, Object Oriented Programming (OOP), SDLC, Agile Development, TDD
• Analytical Skills, Problem Solving, Communication Skills