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Work & Case Studies

A deeper look at projects with focus on problem-solving and approach.

TailorCV
Web Application

An AI-powered job application platform that helps users tailor resumes and generate cover letters based on specific job descriptions using a flexible credit-based system instead of subscriptions.

Approach

  1. Designed a modular system separating frontend, API, and AI worker services.
  2. Implemented AI-powered resume tailoring and cover letter generation based on job descriptions.
  3. Developed a credit-based usage model to provide flexible, pay-as-you-go access.
  4. Built scalable document generation pipelines for dynamic resume templates.
  5. Focused on user experience with real-time feedback and structured outputs.
React (Vite)Node.jsTypeScriptOpenAI API
Payroll Automation Tool
Desktop Application

Cross-platform desktop automation tool built to streamline payroll calculations and Excel form generation within the organization.

Approach

  1. Analyzed existing manual payroll workflow to identify repetitive calculation and data-entry bottlenecks.
  2. Designed a validation layer to verify employee data accuracy before processing.
  3. Automated payroll-related calculations to eliminate human error and reduce processing time.
  4. Integrated Excel automation using xlwings to populate a fixed payroll template without modifying the original structure.
  5. Built a lightweight cross-platform desktop interface using PyWebView for internal use.
PythonPyWebViewxlwingsPandasExcel
ClipMe
Desktop Utility

Lightweight OCR-based screenshot tool that extracts text from selected screen regions and copies it directly to the clipboard.

Approach

  1. Designed a global shortcut listener to trigger region-based screen capture.
  2. Implemented selective screenshot functionality to allow users to capture specific screen areas.
  3. Integrated PyTesseract for optical character recognition (OCR) to extract text from captured images.
  4. Automated clipboard copying for seamless paste functionality.
  5. Focused on lightweight performance and minimal UI friction.
PythonPyTesseractPillowPyAutoGUITkinter