Abhishek Shiroya

Highly motivated employee with a desire to take on new challenges. Strong work ethic, adaptability, and exceptional interpersonal skills. Adept at working effectively unsupervised and quickly mastering new skills.

Topwork – Freelance Handyman Marketplace Platform

Python, SQL

• Designed and developed a platform for freelance handyman workers to create profiles and be hired by local customers through a streamlined, user-friendly interface.
• Built backend services in Python and structured the database using SQL to handle user registration, job listings, and search queries.
• Created a recommendation feature to match customers with suitable workers, achieving over 80% accuracy in user-to-worker connections.
• Focused on accessibility and simplicity to ensure smooth adoption among non-technical users.

Smart Expense Categorizer – Automated Budget Classification Tool

 Python, scikit-learn, regex

• Developed a machine learning model that automatically classifies user expenses into budget categories (e.g., “Starbucks” → Food & Drink) from CSV transaction data.
• Applied text preprocessing and regular expression-based keyword extraction to engineer features from vendor names and descriptions.
• Trained and evaluated multiple classifiers (Naive Bayes, decision trees), achieving over 80% accuracy on a labeled dataset of real-world transactions.
• Designed the system to support scalable input formats and provide quick insights into user spending habits for budgeting applications.