About Me
Data Science professional with 9+ years of experience in finding patterns, applying advanced statistical methods and algorithms to find hidden insight, and turn the data into revenue, profit, and results. Self-starter and committed data enthusiast...
Show MoreSkills
Data & Analytics
Web Development
Development Tools
Software Engineering
Programming Language
Database
Others
Portfolio Projects
Company
Product Recommendation System
Skills
Data Science Deep Learning Python DjangoCompany
Automate Fish Length Detection
Role
Data Scientist
Description
Implemented fish length detection system. This system locate the fish from the given image and then predict it's length based on the scale present in the image. This complex system was built for a fish catching organizer company. It automate the fish length calculation manual process and helped client in saving time and money.
Show More Show LessCompany
Image Classification Model
Description
Created an image classification model using deepl learning (keras) and deploy it as Rest API using Flask framework.
Show More Show LessSkills
Deep Learning Machine Learning Python RedisTools
PyCharmCompany
NTUC Product Search ETL
Description
Implemented Python 3.x scripts to extract, transform and load merchants data for one of the NTUC project. These scripts can perform ETL for 26 merchants avaialble in Singapore. This data helps NTUC in their consumer reward programme.
Show More Show LessSkills
Data Science Python Web ScrapingTools
Git MySQLWorkbench PyCharmCompany
Object Detection and Recognition from store images
Role
Data Scientist
Description
Extracted brand level details from shelf images. Images contains various wine brands bottles. Extracted information contains brand name, number of bottles, price. Implemented the object detection and recognition system using YOLOv3, keras API with TensorFlow backend, Python 3.7, OpenCV. Deployed the solution as Rest API using Flask.
Show More Show LessTools
PyCharmMedia
Company
Wine Brand Name and Price detection from Image
Role
Data Scientist
Description
Implemented a real time brand & price detection system for a winery distributor client.
This automated system helps to analyze their and competitors brands.
Sales user just need to upload or take a picture from his ipad app and on real time this system shows the brand names, no. of bottles, prices and it's segment.
The complete deep learning based system I have implemented using tiny YOLOv3, TensorFlow, OpenCV and Python.
Show More Show LessSkills
YOLO TensorFlow Keras OpenCV PythonCompany
Digital Signature Web App
Role
Data Scientist
Description
Django based web application for digital signature functionality where a user can upload pdf or doc format document, drag and drop name/date/signature fields anywhere in the uploaded document, add single/multiple recipients and submit. Recipients get an email notification with a link to sign the document. On clicking the link the document is opened in a browser tab, recipients can add name/date/place signature and submit. Sender gets the notification as soon as the recipient ha assigned the document and then he can view/download/print the signed document. The uploaded doc and signature are encrypted-decrypted using cryptography and digital signature protocols.
Show More Show LessSkills
Python Django PostgreSQL AWS S3 HerokuMedia
Company
Real Time Liquor Brand Detection on Video/Recorning
Role
Data Scientist