Aarya Gupta

MIDAS: Multimodal Digital Media Analysis Lab IIITD

Undergraduate Researcher • Aug, 2024 — Present

Key Responsibilities and Achievements Include:

• This project enhances traffic management and safety by analyzing live traffic videos using ML, DL, and LLMs and gathering crucial information to detect accidents in real-time.
• A fast and efficient pipeline is being built to handle the video data, ensuring timely and reliable accident detection.
• Analyzed MORTH data to identify accident conditions in India and scraped accident videos to curate a dataset based on government-defined factors.

NETSEC: Network Security Lab IIITD

Undergraduate Researcher • Aug, 2024 — Present

Key Responsibilities and Achievements Include:

• Investigating privacy implications of popular mobile apps in India, focusing on data collection practices and security vulnerabilities.
• Analyzing network traffic and APKs of apps to categorize collected data as necessary or unnecessary, identifying risks related to personally identifiable information (PII) leaks.
• Examined vulnerabilities in backend servers of apps using service scans and input validation checks, exposing potential breaches and non-compliance with Indian privacy regulations.
• Conducted static and dynamic analysis of app behaviors to assess adherence to privacy policies, uncovering extensive unnecessary data collection in several non-government apps.

NAS: Networked Autonomous Systems Lab IIITD

Undergraduate Researcher • May, 2024 — Aug, 2024

Key Responsibilities and Achievements Include:

• Investigated Uncertainty in the autonomous vehicle motion to ensure safety and reliability.
• Developed Probabilistic and Statistical models in Python to forecast vehicle trajectories, explored 3 different approaches (Bayesian Updation, Kernel Density Estimation, Bootstrapping) to optimize predictions by modifying/estimating various degrees of freedom based on the available data.
• Focused on identifying the best confidence interval for the true mean of the underlying distribution using the BCA method after evaluating 5 approaches.

Indraprastha Institute of Information Technology, Delhi

B.Tech Electronics and Communication Engineering • 2022 — present

Salwan Public School Mayur Vihar

CBSE (Class 12th) • 2021 — 2022

96.8%

Facial Emotion Recognition

• Jun 24 — Present

• Processed a large dataset of facial images and implemented DCNN with ELU activation. Optimized model with multiple convolution layers and classified emotions into 7 distinct categories.
• Achieved an accuracy of 82.65% in classifying facial emotions trained over 45 epochs.

Stick Hero Game

• Aug 23 — Dec 23

• Created an action platformer game in Java, with additional features such as collecting reward, reviving, pausing, saving, and loading games using serialization.
• Designed UML and Class Diagrams before writing any code. Applied various Design Patterns and followed OOPS Principles and Modular Coding.
• Integrated front-end and back-end elements seamlessly using SceneBuilder and JavaFX, ensuring functionality validation through comprehensive JUnit testing.

Euphoria - A Well Being App

• Nov 22 — Feb 23

• Conceived a prototype of an app to foster connections between people struggling with mental health disorders and the resources, communities, tools needed to overcome them.
• Created UI prototypes using Figma and Miro, led UX Research to enhance user experiences, integrating personas, empathy mapping, lo-fi and hi-fi prototypes.

Expertise Area

Object Oriented Programming, Data Structures and Algorithms, CP, Machine Learning

TechStack

C/C++, Java, Python, JavaScript, Matlab, Git/Github, Numpy, Pandas, PyTorch, TensorFlow, Scikit-learn, Linux (KDE, Kali), Matplotlib, HTML, CSS, Network Programming, Jupyter Notebook, SceneBuilder, Figma, Miro, LaTeX, IntelliJ, Microsoft VSCode, JavaFX, MySQL, OSINT, Shell Scripting

Soft Skills

Effective Communication, Adaptability and Teamwork

Scholarship Holder (Merit Based)

Reliance Foundation • 2023

Electrivire Winner

ECELabs IIITD • 2024

1st position out of 44 competitive teams.

School Topper

Salwan Public School Mayur Vihar Delhi • 2022

Secured 1st position in the Class XII CBSE Board Exams (AISSCE) among a batch of over 250 students.

Undergraduate Research Club IIITD

Researcher • 2024 — present

Reliance Foundation

Scholar Mentor @ Scholar Community • 2024 — present

Placement Cell IIITD

Member • 2024 — present

Reliance Foundation

Volunteer in Workshops • 2023 — present

• Github
• LinkedIn