+ 91-8877178428
Aryan Gupta
guptaaryan1010@gmail.com
Github Aryan1010
Linkedin Aryan257
Computer Science Engineering
Indian Institute Of Information Technology, Sonepat
Education
Degree
B.Tech. (CSE)
Senior Secondary
Secondary
Institute/Board
Indian Institute of Information Technology, Sonepat
Vidyamandir Senior Secondary School, Shashtrinagar
Delhi Public School, Vindhyanagar
CGPA/Percentage
8.2
90.6%
95.4%
Year
2021-2025
2020
2018
Experience
•
Google Summer of Code @OSGEO(Open Source Geospatial Foundation)
Open Source Developer
May 2023 - Aug 2023
Remote
– Implemented “pgr_drivingdistance” function with all overloads: Single Vertex and Multiple Vertices with some added
features while ensuring the backward compatibility with version 3.0 along with preventing code duplication
– Created pgtap tests, Fixed the failing pgtap testcases and update tests in github actions
– Full documentation of the function along with the migration documentation
– Used boost:depth_first_search function for the returning depth,Added the depth column to the pgr_drivingdistance
function,Used the path type = Mst_rt (it has depth in it ) for passing the tuples
• PrepML
Sep 2023 - Nov. 2023
Data Science Intern
Remote
– Developed an effective similar user search algorithm using graph databases, leading to a 15% improvement in accuracy
compared to existing methods.
– Successfully addressed the project's goal by achieving a 25% enhancement in user matching precision, particularly in
identifying similar users based on shared friends and communities, thereby refining the platform's recommendation system.
Projects
Movie Recommendation Engine
Feb. 2023
– Developed a collaborative movie recommendation system utilizing both explicit and implicit datasets, optimizing user
suggestions.Addressed challenges of highly imbalanced and skewed data, ensuring the model's adaptability
– Employed an A/B testing strategy for effective online evaluation and continuous improvement.
• Trademark Scraper - (FreeLance Project)
Mar. 2023 - Apr. 2023
– Designed a web scraper extracting data through Scrapy from govt. trademark (TM) website ipindiaonline.gov.in and
deployment on an Amazon EC2 instance. Successfully extracted 10,000 TM applications into MongoDB for sample.
– Optimised Captcha Recognition from 35% to around 50% for the library ddddrocr . Integated it with scrapy-MongoDB
pipeline.Two Types of functionality : Daily Scraper -> runs until 15 consecutive trademarks not found .Custom-> Define the
range of trademarks to scrape
•
Key Courses Taken
Big Data ● Data Structure Algorithms ● Database Management Systems ● Machine Learning ● Statistical and Numerical
Methods ● Web Development ● Operating System ● Computer Networks ● Software Engineering
Technical Skills
• Machine Learning: Python ( NumPy, Pandas, Tensorflow, CNN, Hugging Face, SkLearn, Spacy, NLTK, Scrapy, Seaborn,
Matplotlib, Streamlit, PyTorch, OpenCV)
• Tools & OS: Linux, Tableau, Jupyter Notebook,Google Colab, Git, Shell Scripting
• Libraries/Frameworks: AWS, GCP, Sphinx, Cmake
• Web Skills: Flask ,Django, Streamlit ,HTML ,CSS , JS
• Databases: PostgresSQL,MySQL, Advanced Data Modeling
Positions of Responsibility
Machine Learning and Open Source Lead,Google Developers Students Club , IIIT Sonepat
• Machine Learning Lead, Enigmatics Club, IIIT Sonepat
• Core Team Member , Code for GovTech(C4GT) IIIT Sonepat Chapter
•
Achievements
Got Selected GSoC 2023 for the organization @OSGEO(Open Source Geospatial Foundation)
• Solving for India Hackathon by GeeksforGeeks ,Winners at Institutional level (Face Mask Detection Project)
o This Deep Learning Web Application utilizes a Convolutional Neural Network to process the person Images and predict
if their Mask is ON/OFF accuracy of nearly 98%. Here this model is made by a pretrained model VGG16.
o The backend made from Flask and added functionality of live face mask detection of specific person through model
trained from Google Teachable Machine
• 98.2 %ile in JEE-MAINS in pool of 10 Lakh students, Qualified RMO, 13k Rank JEE-Advanced
•
Certifications
•
•
Meta Database Engineer Professional Certification [Advanced Mysql, Advanced Data Modeling, Database Managament, Data Visualization]
Machine Learning Specialization by Andrew NG [Supervised, Unsupervised , Advanced Neural Networks]