Ajay Tiwari
Aspiring
Building intelligent systems that solve real-world problems, from computer vision to data-driven insights.
About Me
I am a B.Tech (CSE-AI) student passionate about the entire data lifecycle, from uncovering insights through analytics to building intelligent prediction systems. My project work has allowed me to apply Python, PyTorch, and Scikit-learn to solve real-world problems in computer vision and predictive modeling, while also using tools like Power BI and Tableau to communicate those findings effectively. I thrive on transforming complex data into clear, actionable solutions that can drive business value.
Technical Skills
Python
PyTorch
Scikit-learn
Pandas
SQL
Power BI
Tableau
OpenCV
NLTK
AWS
Internships & Experience
Cloud Computing Intern
Dev Skill Hub | June 2024 - Aug 2024
Processed and managed backend data using AWS services, including S3 for scalable storage and RDS for database management. Gained hands-on experience deploying and securing applications on EC2 instances.
Full Stack Developer Intern
PRUTOR IITK | July 2023 - Sep 2023
Designed the backend data flow and database schema (MySQL, MongoDB) for a Gym Management System and developed a full-stack user interface with CRUD functionalities.
Artificial Intelligence / Machine Learning Projects
Real-Time Traffic Signal Recognition
Built a YOLOv8 model in PyTorch to detect traffic signals in real-time, achieving an outstanding 97% mAP on the test dataset.
Instagram Sentiment Analysis
Engineered an NLP pipeline to classify comment sentiment, achieving 54% accuracy on a complex, nuanced dataset and evaluating model performance.
Data Analytics & Visualization Projects
Mental Health Predictive Analysis
Built a logistic regression model (71% accuracy) to predict if a tech employee would seek mental health treatment. Visualized insights with Power BI.
Customer Transaction Pattern Analysis
Created an interactive dashboard in Tableau, integrated with Python, to analyze banking transaction data and uncover key customer spending patterns.
Get In Touch
I'm currently seeking new opportunities and am open to collaboration. Feel free to reach out via email or connect with me on social media.
Say Hello