K M Mamunur Rashid

- Designed and implemented ETL data pipelines utilizing Snowpark (Snowflake), AWS Batch, S3, SQS, ECR, ECS, Fargate, SAM cli and CloudFormation. - Developed and integrated vector (semantic) search capabilities for e-commerce products utilizing tools like pinecone, fastapi, pandas, numpy, sentence_transformers, etc - Created and deployed machine learning models for product categorization based on image and title data. Tools used: scikit-learn, tensorflow, keras, sentence-transformers, pandas, numpy etc

Architected and executed ETL data pipelines using Python libraries like Numpy, Pandas, PyArrow, and PySpark, integrated with AWS services (SQS, Glue, S3, RDS, DynamoDB) for optimal data management. Led Django-based projects, enhancing performance and customer satisfaction. Updated legacy codebases to modern standards, promoted Kubernetes, Docker, and AWS, and developed robust, scalable, and API-centric infrastructures.

At EkkBaz, a B2B platform startup, I led the migration of legacy API services to Python/Django (DRF) and introduced automation tools to enhance workflow. Collaborated with the team to identify and fix bugs using MS Teams and Planner. Implemented server-side logic with Python and Node.js, integrating SQL/NoSQL databases for efficient data management. Designed and developed RESTful APIs for seamless front-end and back-end communication.

Effectively multi-tasked and collaborated with various client and remote teams. Over the years, I’ve contributed to numerous small and large projects both individually and as part of a team. Recently, I worked on a crypto trading site using Python and Django, where I developed a user registration system with email and auto ID verification using SendGrid and ID Analyzer API. Additionally, I created an app to manage the MLM marketing system through referrals.

I worked remotely with Project Manager Ben Fatola from Cloud Custom Solutions (USA) on two applications: "Procurement Solutions," an online collaboration platform for suppliers and buyers, and "Champion," a matchmaking site. I managed both back-end and front-end development, coordinating system installations, testing, and code corrections. The development stack included Python Django, Django Rest Framework, PostgreSQL, Celery, Twilio, Mailchimp, jQuery UI, Gummy, Selenium, Git, and Angular.

I collaborated with Paul Kudla, owner of scom.ca, to develop web applications for companies like Premier Elevator and Volvo Trucks North America, focusing on Product, Invoice, Procurement, Supply Chain, Sales, Order, and Inventory Management. For iMeter24, I created a stock management system and a web app to interface with digital electric meters for monitoring and billing. My tools included Python, Django, PostgreSQL, Bootstrap, jQuery, Angular, Elasticsearch, and Git.

- I joined there as a part time software engineer to develop a web application using the Django framework. - I fixed many bugs from many Django applications in the meantime.

Performed automated testing tasks and developed complex features routinely. Worked to solve complex problems and fix issues of a broken incomplete project for the US Army. It was a location based application using PostGIS.

Started working as a member of a web developer team to develop various products like CMS, control panel etc for NewsCred. I worked as a Backend developer using tools like Python, Django & PostgreSQL. Introduced Behavior Driven Development (BDD) for the project after doing some research and with the guidance of seniors. Tools used for BDD Selenium, Lettuce, Cucumber etc.

Help to develop web sites for the clients of atoztasks.com. Created details technical and user documentation for the clients. Provided effective troubleshooting and remediation for web applications. Tools used are Python, Django, Bootstrap, PostgreSQL etc.