- Planned, created, tested and deployed system life cycle methodology to produce high quality systems to meet and exceed customer expectations.
- DocStart (Product Owner): OCR (Image to Text): Developed OCR Based solutions to fetch information from Images (.jpg/ .png/ .tif) formats and creates pattern to extract data from unstructured data. DocStart is having features like Image Pre-Processing, Image training, Patter recognition, Quality Check, Analyze Data etc.
- Image Pre-processing: Noise Removal, Deskew, Auto-Rotate, Resize, DPI, Color-to-Grayscale
- Text/Data Cleaning: Developed BOT to do text mining and process mining, extensive use of Regex & Pattern matching. Text cleansing, where NLP techniques like Segmentation, Tokenization and Lemmatization are used to remove the unwanted data.
- Web Scraping & Crawling: Developed Product capable of fetching fields from web applications, with or without launching browsers & performing template based search of fields on page.
- Framework Designing: Designed Automation framework to automate manual cases/regression suite.
- NLP & Text Analytics: Name, entity extraction, sentiments analysis from unstructured data for customer surveys on telecom & banking domain.
Memento: Memento is a cross channel solution that provides proven protection in real time using a combination of rules, artificial intelligence, machine learning, and statistical techniques to detect and prevent fraud, policy avoidance and internal frauds.
Roles & Responsibilities:
- Extensively involved in developing Real time and NRT rules.
- Implemented End to End solutions in:
a. Punjab & Sind Bank
b. Ajman Bank
c. Fincare Bank
d. Union Bank Of India
e. Jammu & Kashmir Bank
- Using Product Did POC for following Banks:
a. Bank Of Maharashtra
b. Philippines Bank
- Implemented Real Time Rules for following channels:
a. ATM
b. Internet banking
c. Mobile Banking
d. Adhar pay
e. UPI
- Implemented NRT rules, configured case manager as per bank’s requirement.
- Developed Build files to read data from banks core system and inject into memento studio for NRT rules creation.
- Developed ISO simulator to simulate ATM transactions for testing rules.
- Product installation into bank’s servers.