VISHAL MEHRA

Aspiring Software Engineer | Data Scientist | Full-Stack Developer
Bengaluru, IN.

About

Highly motivated and detail-oriented Computer Applications student pursuing a Master's degree, with a strong foundation in full-stack development, data science, and machine learning. Proven ability to build innovative solutions, from developing a RAG-based LLM chatbot and deploying ML models to AWS, to engineering full-stack real estate applications. Eager to leverage comprehensive technical skills in Python, MERN stack, and cloud technologies to contribute to impactful software and data-driven projects.

Work

British Airways
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Data Science Job Simulation Participant

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Summary

Engaged in a data science simulation, applying analytical techniques to understand customer behavior and business success factors for an airline.

Highlights

Analyzed the strategic importance of data science in enhancing British Airways' operational success and customer experience.

Extracted and analyzed extensive customer review data, identifying key insights into customer sentiment and preferences.

Developed a robust predictive model to identify and quantify factors influencing customer buying behavior, providing actionable insights for marketing strategies.

J.P. Morgan
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Software Engineering Virtual Experience Participant

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Summary

Participated in a virtual software engineering program, focusing on development environment setup, bug fixing, and data visualization for financial applications.

Highlights

Configured and optimized a local development environment, installing required tools and dependencies to ensure seamless project execution.

Rectified critical bugs within the repository, ensuring correct functionality and stable output of the web application.

Leveraged JPMorgan Chase's Perspective library to develop and implement a real-time, interactive data visualization for traders, enhancing data monitoring capabilities.

Education

SRM Institute of Science & Technology
Chennai, Tamil Nadu, India

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Masters

Computer Applications

Grade: CGPA: 9.5

Dayananda Sagar University
Bangalore, Karnataka, India

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Bachelors

Computer Applications

Grade: CGPA: 9.39

Publications

Class Room Attentiveness Model based on YOLO

Published by

14th ICCCNT, IIT- Delhi, India

Summary

Co-authored an accepted paper on developing a YOLO-based model for assessing classroom attentiveness, presented at the 14th ICCCNT, IIT-Delhi.

A Generalized framework for Pneumonia and Brain Tumor Detection using Transfer Learning

Published by

4th INCNET, Belgaum, India, IEEE

Summary

Co-authored an accepted paper on a generalized framework for detecting pneumonia and brain tumors using transfer learning techniques, presented at the 4th INCNET, IEEE 2023.

Languages

English
Hindi
Punjabi

Certificates

Data Analytics - 8 Week Specialization Training

Issued By

@Trainity

Microsoft Office Specialist: Word Associate (Office 2019)

Issued By

Microsoft

Skills

Programming Languages

Python, Java, C++, SQL, C#, JavaScript.

Web Development

React.js, Vue.js, React Native, Node.js, Express.js, MERN Stack.

Cloud & DevOps

AWS, Docker, GitHub Actions, ECR.

Databases

MongoDB, Prisma.

Machine Learning & AI

MLOps, MLflow, DVC, YOLO, Transfer Learning, LLM, RAG.

Game & AR Development

Unity3D, Vuforia SDK.

Projects

AVA - LLM Based Custom Persona Chatbot

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Summary

Developed an advanced RAG-based LLM chatbot, customized for specific user personas to enhance interactive communication.

Chest Cancer Classification

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Summary

Created a robust chest cancer classification model leveraging Python, MLOps, and cloud deployment for efficient medical diagnosis.

Full Stack Real Estate Website

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Summary

Constructed a comprehensive full-stack real estate platform, providing real-time communication and robust data management capabilities.

Augmented Reality Educational Learning App

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Summary

Developed an interactive mobile AR application for educational content, utilizing Unity and Vuforia SDK.