Hi, I'm
Diwansu Pilania
AI & Machine Learning Enthusiast
Building intelligent solutions for a smarter world
About Me
My Journey
I am an AI & Machine Learning enthusiast with a passion for building intelligent solutions that solve real-world problems. My journey in the world of artificial intelligence began during learning about basic machine learning.
With a strong foundation in mathematics and computer science, I specialize in developing machine learning models, particularly in the areas of computer vision and natural language processing. I am constantly exploring new technologies and methodologies to enhance my skills and create more efficient AI solutions.
Education
BE in Information Technology, 2024-Present
Certifications
Deep Learning Specialization, Coursera
Technical Skills
Tech Stack
Areas of Expertise
My Projects
Explore my portfolio of AI and machine learning projects, showcasing my skills and expertise in building intelligent solutions.
Licence Plate Detection
Developed a real-time License Plate Recognition system using a YOLO-based model integrated with IP webcams for live video stream processing and vehicle identification.
Licence Plate Detection
Key Features:
- •Developed a real-time license plate recognition system using a deep learning model
- •Integrated IP webcam streams for live vehicle detection and plate reading
- •Implemented end-to-end pipeline from video capture to text extraction
- •Designed the system for scalability across multiple camera sources
Handwritten Digit Recognition
A deep learning model using Convolutional Neural Networks to classify handwritten digits with high accuracy.
No₂ Prediction Machine Learning Model
A machine learning model for predicting NO₂ levels using air quality data. The model leverages regression techniques and feature engineering to provide accurate predictions.
No₂ Prediction Machine Learning Model
Key Features:
- •Predicts NO₂ concentration based on real-time environmental data
- •Uses feature selection and preprocessing for improved accuracy
- •Implements regression algorithms for precise estimations
- •Deployed as a web app for user-friendly interaction
Hybrid Prediction Model
A machine learning model that combines multiple algorithms to enhance predictive accuracy for financial forecasting.
Power BI Dashboard
An Interactive Power BI dashboard for visualizing and analyzing Hospital Waiting list.
Power BI Dashboard
Key Features:
- •Real-Time Insights: Visualizes patient waiting lists by department, urgency, status, and demographic breakdowns.
- •Average Wait Time Analysis: Tracks and compares average wait times across different specialties to identify bottlenecks.
- •Status Distribution Breakdown: Interactive visuals showing counts of patients by status (Waiting, Scheduled, Completed).
- • Data Exploration Table: Searchable and sortable patient-level table for operational and administrative use
Get In Touch
Have a question or want to work together? Feel free to reach out to me using the contact form below.