Gurupratap MatharuData Scientist
Gurupratap has a keen interest in Data Science, Machine Learning and Artificial intelligence and comes with over 9 years of professional experience. He dominates the python programming language and has a great understanding of using data to solve business problems. Being well versed in mathematics and holding a postgraduate degree, he currently aims to put all his learnings and experience on solving real world problems for a great company. His work experience includes developing recommender systems, building forecasting models, working with big data, orchestrating AI pipelines with airflow, containerising apps using docker, training chatbots and teaching data science In the past he built applications for universities, recommender systems for startups, forecasting models, integrating CI/CD in existing applications and spam email classifiers using Naive Bayes theorem.
Tech stack
Python (6)
REST APIs (4)
PostgreSQL (4)
Django (4)
Google Cloud (4)
Pandas (3)
MySQL (2)
NumPy (2)
AWS Auto-scaling (2)
Docker (2)
Git (2)
Google App Engine (2)
Amazon Web Services (AWS) (2)
TensorFlow (2)
Continuous Delivery (CD) (2)
React (2)
Google BigQuery (2)
Docker Compose (2)
Scikit-learn (2)
Bootstrap (2)
Keras (2)
RabbitMQ (2)
Celery (2)
Recommendation Systems (1)
Data Visualization (1)
Text Classification (1)
Data Analytics (1)
AWS Cloud Architecture (1)
Pub/Sub (1)
BigQuery (1)
Experience
Data Science EngineerDisney
03/2022 - 12/2022

- Data cleaning and preprocessing using Databricks - Build recommender system using AWS Personalize - Model training and evaluation using AWS Sagemaker - Model Deployment as RestAPI for consumption

AWS Cloud Architecture
Recommendation Systems
Data Analytics
Python
Machine Learning EngineerCircleUp
03/2021 - 01/2022

- Implementing end-to-end ML pipelines using airflow - Data visualization using Plotly JS - Improving performance of current models - Preprocessing of raw textual data to improve model scoring

Python
Data Visualization
Text Classification
Google Cloud
Data ScientistOveractive Inc
06/2019 - 09/2020

- Classification of Images using DNN for document classification - Forecasting of Energy using Time Series Analysis - Classification of frauds in claims - Regression Model for prediction of estimated time of arrival in logistics

Google App Engine
TensorFlow
Keras
Docker Compose
Google BigQuery
Scikit-learn
Docker
Git
Data ScientistCelerative Inc
04/2019 - 06/2019

- Built a recommender system using item based collaborative filtering - Designed and deployed RestFul API’s for model consumption as a microservice - Built Data pipelines using apache airflow and python - Exploratory data analysis using SQL, BigQuery and pandas

BigQuery
Recommendation Systems
Pandas
REST APIs
Pub/Sub
Google Cloud
Docker
Git
Flask
Python
Back End DeveloperQ10 Marketing
01/2018 - 05/2019

Build scale and automate a full stack application that helps marketing agencies to better manage the ad spending for their clients. - Backend powered by Python Django using relational Postgres database - Frontend using plain html with bootstrap css framework. - Database optimization queries for faster response - API development using DRF

PostgreSQL
Bootstrap
RabbitMQ
REST APIs
Continuous Delivery (CD)
Celery
Amazon Web Services (AWS)
Django
Python
React
Back End DeveloperSelf Employed
02/2016 - 02/2018

Build and deploy a university internal portal that allows teachers to manage their students, make schedules, allot marks and send emails. - Deployed on custom VM's running linux using Ansible - Email notifications using SMTP - Unit testing using TDD - Management commands for background tasks

PostgreSQL
Pandas
REST APIs
AWS Auto-scaling
NumPy
Google Cloud
Django
Python
MySQL
Education
Bachelors in Astronomy and GeophysicsUniversity of La Plata, Argentina
03/2018 - Currently
Masters in Business AdministrationWelingkar Institute of Management
07/2008 - 07/2010
Bachelor of EngineeringVishwakarma Institute of Technology
06/2002 - 06/2006
Portfolio
Bookstore
March 2023 - May 2023
FalconHunt
December 2022 - March 2023
Educahunt
October 2022 - December 2022