Los Angeles Machine Learning

HARSHAL VAIBHAV VAIDYA

********@***.*** linkedin/harshalvaidya github/harshalvaidya10 +1-213-***-**** Los Angeles, California EDUCATION

University of Southern California, Los Angeles (CGPA – 3.2) Expected May 2026 Master of Science in Computer Science

Relevant Coursework: Analysis of Algorithms, Database Systems, Natural Language Processing, Deep Learning Thadomal Shahani Engineering College, University of Mumbai (CGPA - 9.05) May 2023 Bachelor of Engineering in Computer Engineering

Relevant Coursework: Data Structures, Database Management System, Operating System, Software Engineering, Artificial Intelligence, Cloud Computing, Machine Learning, Applied Data Science. TECHNICAL SKILLS

Programming Languages: Java, Python, HTML, CSS, JavaScript Frameworks & Libraries: Spring Boot, Django, Flask, TensorFlow, Matplotlib, NLTK, OpenCV, Apache POI, MongoDB, Express, React, Node

DevOps Tools: Jenkins, SonarQube, Maven, Prometheus, Grafana, GitHub Other Tools: JasperReports, LibreOffice

EXPERIENCE

Kyzer Software India Pvt. Ltd. - Java Developer (Certificate) Jan 2024 - May 2024

• Implemented a CI/CD pipeline prototype with Jenkins, SonarQube, and Maven, automating build, test, and deployment processes and improving software delivery efficiency.

• Created dynamic, drill-down Jasper reports using the Spring Boot framework, enabling in-depth data analysis and enhancing reporting capabilities for stakeholders.

• Customized and automated conversion of DOCX templates to PDF using Apache POI and LibreOffice, ensuring seamless compatibility across Java versions and operating systems. PROJECTS

Mock With Us (Github)

• Developed a machine learning-based mock interview platform that evaluates recorded user responses, providing detailed feedback on speaking style and facial expressions for improved communication skills.

• Integrated spaCy matcher to automatically flag inappropriate words during interviews and implemented a resume- job description similarity score using the Cosine similarity algorithm, enhancing user readiness for real-world interviews.

SignSync (Flask, Tensorflow, OpenCV) (Github)

• Engineered a Flask-based communication platform for individuals with hearing or speech impairments, using a TensorFlow Object Detection API to interpret ASL gestures and convert them into text for accessible interactions.

• Designed a color distinction feature for color-blind users, enabling automatic RGB value detection from uploaded images to improve accessibility.

FitGear (MongoDB, Express, React and Node) (Github)

• Developed a full-stack e-commerce platform using the MERN stack for gym equipment, incorporating a chatbot to calculate BMI and suggest fitness resources, enhancing user engagement and health awareness.

• Implemented additional features like fitness blogs, workout videos, and a virtual coach assistant using react-simple- chatbot, offering a comprehensive user experience for fitness enthusiasts. RESEARCH WORK

Secure Grayscale Image Encryption using Symmetric Block Cipher with Enhanced Avalanche Effect

(Research Paper)

• Co-developed and rigorously tested a novel encryption algorithm designed to secure grayscale images, achieving enhanced avalanche effect and demonstrating superior security metrics compared to traditional methods.

• Published findings in IRJET, Vol. 10, Issue 9, Sept 2023, contributing to advancements in image encryption research and potential applications in secure data transmission. HONORS AND ACHIEVEMENTS

• Led as Professional Development Director, VP, and Club Mentor in the Rotaract Club, organizing 5+ events for 200+ participants and mentoring 20+ members on leadership and professional growth (Certificates).

• Achieved Top 10 at Rubix Hackathon 2023 for developing a blog site with publishing, content enhancement, and personalized recommendations using machine learning (Certificate).

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