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Rashi Gupta

Open Source contributer and Backend & Cloud Engineer | Building Scalable Systems with Python & Java | AWS Certified Cloud Practitioner (Candidate)

Greater Delhi Area

< 1 year of work experience

GirlScript Summer of Code
May 20263 mosPresent

Equantra
May 20253 mosJul 2025

Gaur City, Greater Noida

During the internship, we collaboratively built a stock price prediction system by integrating machine learning models with a backend API. The backend team setup the development environment using Python, Git, Docker, and PostgreSQL, implemented the Upstox API login-token flow, fetched live trading data, and developed CLI tools to sync NSE instruments and both 1-minute and daily OHLCV candle data into the database. Parallelly, an ML pipeline was developed by collecting historical stock data, preparing it for training, and creating a linear regression model using Python. The trained model was deployed through a FastAPI route for realโ€‘time predictions, processing dates into ordinal format and returning results via API. We also added a technical indicator prediction endpoint, where the backend computes popular indicators such as RSI, Bollinger Bands, and MACD using the TA-Lib library, based on stored OHLCV data, and serves results through a FastAPI API (e.g., RSI, MACD, Bollinger Bands) . This project provided hands-on experience across backend API design, real-time data pipelines, CLI scripting, database interaction, machine learning model training and deployment, as well as technical indicator computation and serving via APIโ€”delivering a robust production-like system for trading analytics.
Veratech Intelligence
Jun 20242 mosJul 2024

Sector 17A, Gurgaon

Focus Area: Amazon Web Services (AWS) & Cloud Services Key Qualities: Professionalism, dedication, strong willingness to learn Contribution: Valuable to team and company projects Technical Domain: Cloud technologies and infrastructure
Bharat Intern
Feb 20242 mosMar 2024

Delhi, India

Education

sharda university

Bachelor of Technology - BTech, B. Tech. (CSE) - Cloud Technology & Virtualization in association with AWS

sharda university

20234 yrs2027

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Headline

Open Source contributer and Backend & Cloud Engineer | Building Scalable Systems with Python & Java | AWS Certified Cloud Practitioner (Candidate)

About

๐—”๐—ฅ๐—–๐—›๐—œ๐—ง๐—˜๐—–๐—ง๐—œ๐—ก๐—š ๐—œ๐—ก๐—ง๐—˜๐—Ÿ๐—Ÿ๐—œ๐—š๐—˜๐—ก๐—ง ๐—–๐—Ÿ๐—ข๐—จ๐—— ๐—œ๐—ก๐—™๐—ฅ๐—”๐—ฆ๐—ง๐—ฅ๐—จ๐—–๐—ง๐—จ๐—ฅ๐—˜ I am a Backend Developer and Cloud Engineer focused on the convergence of ๐—ฆ๐—ฐ๐—ฎ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ and ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€. I don't just build applications; I engineer robust pipelines that are resilient, scalable, and data-driven. Currently pursuing my ๐—•.๐—ง๐—ฒ๐—ฐ๐—ต ๐—ถ๐—ป ๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ (๐—ฆ๐—ฝ๐—ฒ๐—ฐ๐—ถ๐—ฎ๐—น๐—ถ๐˜‡๐—ถ๐—ป๐—ด ๐—ถ๐—ป ๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ถ๐—ป๐—ด & ๐—ฉ๐—ถ๐—ฟ๐˜๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป) at ๐—ฆ๐—ต๐—ฎ๐—ฟ๐—ฑ๐—ฎ ๐—จ๐—ป๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐˜๐˜†, I am bridging the gap between theoretical distributed systems and real-world application. My goal is to build "Cloud-Native" solutions where complex backend logic (Java/Python) meets cutting-edge AI. ๐—˜๐—ก๐—š๐—œ๐—ก๐—˜๐—˜๐—ฅ๐—œ๐—ก๐—š ๐—›๐—œ๐—š๐—›๐—Ÿ๐—œ๐—š๐—›๐—ง๐—ฆ ๐—ฅ๐—ฒ๐—ฎ๐—น-๐—ง๐—ถ๐—บ๐—ฒ ๐—ฆ๐˜๐—ผ๐—ฐ๐—ธ ๐—ฃ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป & ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ (Internship) Engineered a production-grade financial backend integrating live data pipelines with ML inference. โ€ข ๐—ง๐—ต๐—ฒ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ: Designed a high-performance backend using FastAPI and PostgreSQL to handle the full lifecycle of financial data. Implemented the Upstox API login flow to ingest live 1-minute and daily OHLCV candle data, ensuring synchronization via custom CLI tools. โ€ข ๐— ๐—Ÿ & ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—œ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: Built a seamless pipeline to feed historical data into a Linear Regression model for real-time price predictions. Additionally, engineered a technical analysis endpoint using TA-Lib to compute and serve live market indicators (RSI, Bollinger Bands, MACD). โ€ข ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€ & ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜: Dockerized the development environment to ensure consistency and managed version control via Git. ๐—ง๐—˜๐—–๐—›๐—ก๐—œ๐—–๐—”๐—Ÿ ๐—”๐—ฅ๐—ฆ๐—˜๐—ก๐—”๐—Ÿ โ€ข ๐—–๐—ผ๐—ฟ๐—ฒ ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€: Python, Java, SQL โ€ข ๐—•๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ป๐—ฑ & ๐—™๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€: FastAPI, Spring Boot, REST APIs โ€ข ๐—–๐—น๐—ผ๐˜‚๐—ฑ & ๐——๐—ฒ๐˜ƒ๐—ข๐—ฝ๐˜€: AWS (Certified Cloud Practitioner Candidate), Docker, Virtualization โ€ข ๐—”๐—œ & ๐——๐—ฎ๐˜๐—ฎ: Machine Learning Pipelines, TA-Lib, OpenAPI, Data Analytics โ€ข ๐—ฆ๐—ผ๐—ณ๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€: Agile Leadership, Strategic Problem Solving, Innovation ๐—Ÿ๐—ข๐—ข๐—ž๐—œ๐—ก๐—š ๐—”๐—›๐—˜๐—”๐—— I am actively preparing for the ๐—”๐—ช๐—ฆ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฒ๐—ฑ ๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐—ฃ๐—ฟ๐—ฎ๐—ฐ๐˜๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ฒ๐—ฟ exam to formalize my expertise. I am seeking opportunities with ๐—–๐—น๐—ผ๐˜‚๐—ฑ-๐—™๐—ถ๐—ฟ๐˜€๐˜ ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜๐˜‚๐—ฝ๐˜€ where I can deploy AI-driven backend architectures and solve complex infrastructure challenges.

Location

Greater Delhi Area

Work experience

Open Source contributer at GirlScript Summer of Code, May 2026 - Present ยท 3 mos

Back End Developer at Equantra, May 2025 - Jul 2025 ยท 3 mos, Gaur City, Greater Noida, During the internship, we collaboratively built a stock price prediction system by integrating machine learning models with a backend API. The backend team setup the development environment using Python, Git, Docker, and PostgreSQL, implemented the Upstox API login-token flow, fetched live trading data, and developed CLI tools to sync NSE instruments and both 1-minute and daily OHLCV candle data into the database. Parallelly, an ML pipeline was developed by collecting historical stock data, preparing it for training, and creating a linear regression model using Python. The trained model was deployed through a FastAPI route for realโ€‘time predictions, processing dates into ordinal format and returning results via API. We also added a technical indicator prediction endpoint, where the backend computes popular indicators such as RSI, Bollinger Bands, and MACD using the TA-Lib library, based on stored OHLCV data, and serves results through a FastAPI API (e.g., RSI, MACD, Bollinger Bands) . This project provided hands-on experience across backend API design, real-time data pipelines, CLI scripting, database interaction, machine learning model training and deployment, as well as technical indicator computation and serving via APIโ€”delivering a robust production-like system for trading analytics.

Cloud Intern at Veratech Intelligence, Jun 2024 - Jul 2024 ยท 2 mos, Sector 17A, Gurgaon, Focus Area: Amazon Web Services (AWS) & Cloud Services Key Qualities: Professionalism, dedication, strong willingness to learn Contribution: Valuable to team and company projects Technical Domain: Cloud technologies and infrastructure

App Developer at Bharat Intern, Feb 2024 - Mar 2024 ยท 2 mos, Delhi, India

Education

Bachelor of Technology - BTech, B. Tech. (CSE) - Cloud Technology & Virtualization in association with AWS, sharda university

Rashi Gupta - Open Source contributer in Greater Delhi Area | Tal