Sep 2020
Present
Senior Data Scientist
Prayosha Food Services Pvt Ltd (Petpooja)
Ahmedabad, IN
- Powering A.I. for next-generation restaurant POS for every restaurants and their websites.
- Customized Food Recommendations for best dining as well as online ordering experience.
- Built in-house Voice Ordering with Custom Speech to Text Model for faster checkouts and shorter queues at fast serving restaurants and cafes.
- Built Chatbot using Rasa for food ordering through self ordering kiosk and websites.
- Built OCR engine using Custom Tesseract Model & Object Detection using Custom YoloV4 Model for automated invoice scanning/extracting information and export to Excel/Tally.
- Built Language Models using Transformers like BERT & GPT to correct spellings of item names in a digital menu.
- Built Face Recognition System using Dlib,Facenet & Opencv for repeat customers analytics and personalized recommendations.
- Analyzed the Price Elasticity of food items for cost-cutting and attracting more customers.
- Food items classification using state-of-the art Text Classification techniques for better menu arrangements & designs
- Customized Menu Designing with A.I. to analyze perfect food items in a menu.
- Restaurant Area Analytics to boost up sales based on the area of a restaurant.
- Leading team for gathering best insights out of a restaurant and increase their sales efficiently
- Built desktop and web apps for in house facilities & enhancements.
- Built Web Automation & Scraping toolkit with Selenium & Beautiful soup for smoother data collection.
loading...