I am Shubham Gupta

Data Engineer, Data Scientist, Cloud Engineer, Data Analyst, ML Engineer

🛠  Tech Stack

Python  JavaScript  Java  C  C++  R (Statistics)
HTML  CSS  React  Node.js
Django  Flask  Flutter  FastAPI  Bootstrap
AmazonDynamoDB  Firebase  MySQL  Postgres MongoDB
AWS Azure
Keras Matplotlib scikit-learn TensorFlow Pandas SciPy Git GitHub Docker Confluence Markdown Visual Studio Code RStudio Eclipse Illustrator Photoshop
About me

I am passionate about Computer Science because it offers endless opportunities to learn and apply new technologies to real-world problems. Creating something from scratch and watching my ideas come to life is a feeling that never gets old. The constantly evolving technology landscape fascinates me, as it continues to impact every aspect of our lives, from business to healthcare to entertainment.

In addition to my Master's degree in Computer Science with a specialization in Data Science, I am also a jack of all trades in the technology field. With extensive experience in machine learning, deep learning, web development, computer vision, database management, and more, I am equipped to excel in diverse roles. My versatility and adaptability allow me to quickly pick up new skills and technologies as needed, making me an invaluable asset to any project.

Resume

Lets walk through my education and experience.

Education


MASTER OF ENGINEERING - COMPUTER SCIENCE

2021 - 2023

University of Cincinnati, Cincinnati, Ohio

Relevant Coursework: Intelligent Data Analysis, Machine Learning, Cloud Computing, Database theory, Advanced Algorithms.

BACHELOR OF TECHNOLOGY - COMPUTER SCIENCE

2017 - 2021

Gokaraju Rangaraju Institute Of Technology, Hyderabad, India


Co-Curricular & Volunteering


App Developer Facilitator

Google’s Developer Student Club, GRIET

FEB 2019 - MAY 2020

• Conducted workshops to provide students with hands-on experience and practical knowledge of cutting-edge technologies.
• Collaborated with other experts in the field to develop and deliver engaging and informative workshops.
• Designed workshop content to be accessible and engaging for students of all skill levels.
• Focused on technologies that are in high demand in the job market to help students prepare for their future careers.

Senior Webmaster

Computer Society of India, GRIET

AUG 2019 - JUNE 2020

• Developed the Student Body website from scratch and handled it for two years.
• Organized and managed Technical & Non-technical Events/workshops for fellow students.

Student Mentor

Advanced Academic Center - GRIET

APR 2019 - JUNE 2019

• Guided and supported fellow students in web development project.
• Provided guidance on planning, tools, technologies, challenges, coding, and design principles.
• Reviewed and provided feedback on code, assisted in testing and debugging.
• Helped students gain valuable skills and knowledge for their careers.

Volunteer

Centienel spark Technologies Pvt Ltd

MAR 2019

• Conducted a Hackathon for Telangana Residential School students.
• Taught students different techniques of programming and problem-solving.

Professional Experience


Data Science Engineer

The HomeDepot, Austin, TX

SEPT 2022 - PRESENT

• Analyzed extensive datasets using SQL and Python to extract trends, revealing a 10% increase in user engagement.
• Established databases, ETL pipelines, and reporting systems utilizing AWS Glue and Redshift.
• Automated data collection, processing, and reporting workflows with AWS Stepfunctions, improving efficiency.
• Developed ML Model from scratch on AWS Sagemaker, reducing customer churn by 20%.
• Conducted A/B testing on marketing strategies, leading to a 5% increase in conversion rates.
• Engineered real-time Power BI dashboard, enhancing operational performance by 15%.

Freelance Web Developer

Summit Locations, Hyderabad,India

APR 2021 - MAY 2021

• Designed and developed an ecommerce web application on both client and server-side using Django.
• Handled cross-browser compatibility issues.
• Optimized website design for mobile devices, including smartphones and tablets.
• Utilized version control software, such as Git, to manage code releases.

Computer Vision and ML Engineer

SwiftAI, Hyderabad,India

SEP 2020 - MAR 2021

• Deployed a real-time image search engine for conditional recommendations, reducing customer search time by 40%.
• Trained deep neural network models using TensorFlow for classification and built a user-friendly Flask interface.
• Implemented CI/CD pipelines with Jenkins and utilized Git for version control.
• Orchestrated Python workflows with integrated unit testing, ensuring goal achievement within budget and time.
• Improved search engine responsiveness by 30% through efficient caching mechanisms.
• Reduced system downtime by 25% by implementing proactive monitoring and logging systems.

Data Scientist

Ekalavya, India

AUG 2019 - AUG 2020

• Formulated and trained LSTM & Naive bayes model with 98% accuracy and 97% precision on sentiment analysis.
• Conducted extensive data preprocessing and cleaning, ensuring high-quality inputs for model training.
• Developed an automated pipeline for continuous model training and evaluation, reducing manual intervention by 40%.
• Visualized results using WordCloud, confusion matrix and various other python libraries.
• Collaborated for model deployment via Docker containers and Kubernetes on AWS cloud.
• Conducted regular model performance monitoring and validation to detect concept drift and ensure reliability.

Portfolio

Some Projects done in different domains!