class Debpriya:
name = "Debpriya Santra"
github = "debpriya3011"
location = "West Bengal, India 🇮🇳"
languages = ["Python", "SQL", "JavaScript", "Java", "C"]
focus = ["Web Scraping", "Automation", "Data Analysis", "Data Pipelines"]
spoken = ["English", "Hindi", "Bengali"]
currently = "Building real-world tools that automate, analyze, and extract"I build production-grade automation tools, scrapers, and ML pipelines — the kind of software that actually runs in client environments and handles messy real-world data. My work spans from Cloudflare bypass scrapers to CNN-based medical imaging models.
Languages
Data & ML
Cloud & Databases
Tools
| Project | Description | Tech |
|---|---|---|
| Multi-Site Master Scraper | Batch scraping pipeline across 250+ websites into a normalized master DB | Python, Selenium, BeautifulSoup |
| School Data Scraper | Cloudflare & CAPTCHA bypass scraper with session persistence | Python, Selenium, Cloudflare Bypass |
| AI Tools Aggregator | Dual-source AI tools aggregator with dedup & category tagging | Python, Selenium |
| Sports Data Scraper | Category traversal + pagination at scale | Python, Selenium, BeautifulSoup |
| Product Catalog Scraper | Full SKU + image URL extraction to CSV/JSON | Python, Selenium, BeautifulSoup |
| Lumber Scraper & Analyzer | Two-phase scrape + price/availability anomaly detection | Python, Selenium, Pandas |
| Listing Automation | Category-filtered automated listing management on Encuentra24 | Python, Selenium, Tkinter |
| Project | Description | Tech |
|---|---|---|
| Multi-Stage Pipeline | Multi-step ingestion → cleaning → validated structured output | Python, Tkinter, Pandas |
| Shortlisting Tool | Configurable large-dataset filtering with real-time feedback | Python, Tkinter, Pandas |
| Vendor Manager | Vendor DB with hybrid search, shortlisting & 16+ vendor config | Python, Tkinter |
| Label Validation Tool | Batch validation pipeline with pass/fail visual reporting | Python, Tkinter, Pandas |
| Project | Description | Tech |
|---|---|---|
| PDF Extractor | Multi-stage automated extraction from complex layouts | Python, Tkinter, PDF Parsing |
| PDF + Manual Crop | Auto + interactive region-select cropping with structured output | Python, Tkinter, PDF Parsing |
| PDF Editor | Group-based page management, summary editing, export workflows | Python, Tkinter, PDF Libraries |
| PDF Watermark Tool | Custom watermark placement with batch support & preview | Python, Tkinter, PDF Libraries |
| Project | Description | Tech |
|---|---|---|
| Brain Tumor Detection | CNN trained on MRI datasets for tumor classification | Python, TensorFlow, CNN |
| Face-Based Attendance | Real-time facial recognition for automated attendance tracking | Python, OpenCV, ML |
| Emotion Recognition System | Live video facial expression detection & categorization | Python, OpenCV, Deep Learning |
| Image Analysis | Gemini Vision API integration to extract tables from market maps | Python, Google Gemini Vision API, Tkinter |
| Graph Visualizer | Batch audio analysis with interactive graph rendering | Python, Tkinter, Graph Algorithms |
