Ayush Gupta
Data Analyst
Hello, I am
Ayush Gupta
Data Analyst|
I’m a motivated Data Analyst currently pursuing a Bachelor of Technology in Electronics and Telecommunication Engineering at Bhartiya Vidya Bhavan’s Sardar Patel Institute of Technology, Mumbai. I am passionate about transforming raw data into meaningful insights that drive informed decision-making and solve real-world problems.
I have strong skills in Data Analysis, Machine Learning, SQL, Python, and data visualization using Power BI; I enjoy uncovering patterns, building predictive models, and presenting insights in a clear and impactful way.
Beyond technical work, I enjoy mentoring my juniors in college and travelling. I believe in using data and technology to create meaningful impact while helping others grow along the way.
Skills
Languages
Python
SQL
Node.js
Java
Libraries & Frameworks
Numpy
Pandas
Flask
React
Django
Tools & Technologies
Power BI
Excel
Power Point
MySQL
Finance Skills
Financial Statement Analysis
Financial Modeling
DCF Valuation
Data Analysis
Experience
Experience that drives quality and growth
Projects
Projects that reflect my problem-solving and creativity
Backend Systems
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Jasdaq
Low Latency Trading Engine
Built a full-stack High-Frequency Trading engine using Spring Boot, React, Django, and MySQL, featuring a real-time matching engine that delivers live order book updates via WebSocket (STOMP) and broadcasts market data using UDP multicast for low-latency fan-out to multiple subscribers — with a Django Admin panel that provisions companies and proxies orders directly to the Java backend via REST. The core of the engine is a Limit Order Book (LOB) implemented from scratch using a custom Red-Black Tree for O(log n) price-level indexing and doubly linked lists for O(1) FIFO order execution at each price level, replicating the data structure architecture used in production exchange matching engines like NASDAQ and CME.
Full-Stack Web Development
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EduMerge
Course Content Aggregator
Developed a full-stack course aggregation platform using Django, React, MongoDB, and MySQL. Implemented JWT and OAuth-based role-based access control with three distinct user roles. Automated ingestion of 1,000+ courses via Selenium scraping and YouTube API integration. Enabled secure media uploads using AWS S3 and Cloudflare Stream.
Deep Learning
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Quadcopter
Analog Video Transmission with Cloud-Assisted YOLOv8 Processing
Developed a real-time UAV-based license plate recognition system using YOLOv8, EasyOCR, and OpenCV, with ground-side inference on analog video streams. Implemented a cloud–ground feedback loop for continuous model improvement using hard and misclassified samples. Measured and optimized system latency, achieving 169–209 ms end-to-end delay. Enhanced robustness to analog noise, motion blur, and lighting variations through incremental retraining. Improved detection accuracy from 0.86 to 0.92 mAP@0.5 while maintaining real-time throughput.
Data Analytics
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One Page Company Profile
Eternal Ltd
Compiled and analyzed historical financials and trading multiples (EV/Sales, EV/EBITDA, P/E) to evaluate valuation trends and operational performance. Assessed ownership structure, capital position, and integrated recent strategic developments to contextualize valuation outlook.
Certifications
Certifications that validate my skills, expertise, and continuous learning.
Business Analytics
• Techfest, IIT BombayCompleted a hands-on Business Analytics workshop focused on data-driven decision making, structured problem solving, and applying quantitative insights to real-world business cases.
Introduction to Corporate Finance
• Great LearningDeveloped foundational understanding of corporate finance principles, including capital budgeting, financial statements, value-based decision making, Merger & Acquisition