Sukhamrit pal singh

Building Agents for Data Products

• Performed leadership roles to design cloud architectures, engineering work of small and enterprise projects and helps in preparing SOW. Also, lead and supervise interns and fellow engineers for their daily engineering tasks and decisions. • Worked on MLops to automate the deployment of tensorflow extended Ml training pipelines using kubeflow for retraining models and receiving new data. • Designed SaaS product in micro-services framework deployed on Kubernetes for the marketplace. • Helps the organization in designing and building software tools and ETL pipelines on GCP. Also, following and implementing best coding practices following SOLID principles with proper folder structuring, commenting, documentation etc.

• Build APIs(microservices) with GCP tools like app engine, cloud storage bucket, datastore using python . • Helped organization to build cloud for marketing(C4M) tools to make best use of GCP for marketing operations. • Build and Schedule/trigger ETL pipelines for batch and streaming data with bigquery, dataflow, kubernetes, composer, compute engine , pub sub and cloud functions using python(flask). • Lock down the security of projects by setting up VPNs and IAM permissions to individuals and service accounts. Also, setting up data governance policies to scan and protect PII data using DLP api, credentials using KMS keys etc. • Worked on marketing data to analyse campaigns and build custom audiences on google and social media platforms.

• Migrated AWS to GCP analytics system, designed and setup complete CICD framework for local, staging and production environment along with behavior driven testing. • Automate/schedule transformation on BigQuery to prep data using data build tool (DBT) doing heavy raw SQl and python functions to SQL migration before deployment for ML modelling through AutoML, AI platforms and visualization on looker.

• Created Web app for farmers in Canada, US and Europe to login, locate field stations on Leaflet Map and get informed with weather data (historical and forecast) coming from weather APIs. • Migrated functionalities from multiple apps to a new improved app. • Used different APIs like Weather API for data visualization on Maps(Google/Leaflet) and Google charts. • Designed all devices responsive UX designs. • SQL integration in the server-side code to receive front-end data and produce web outputs from back-end data. Also used functions to convert the JSON data of APIs into SQL tables. • Under Developed risk assessment angular2 mobile app for canola growers in phone gap, Cordova.

• Tested related apps, debug codes and decided criteria applicable to especially able people. • Installed XAMPP server for PHP my admin and established PHP connection with MYSQL databases. • Checked browser compatibility issues related to JavaScript and CSS. • Developed a UX interface to access region data in the database for country selection in profile. • Added a feature to remove the uploaded images in the profile.

-courses: Computational Intelligence, Multimedia Systems, Data Security and Cryptography, Coding and Information Theory, Computer Networks, Engineering Project Management, Engineering Technical Communication.

Courses: Fundamentals of IT & Comp Programming, Programming Languages, Operating Systems, Neural Networks & Fuzzy Logic, Computer Architecture and Organization.