Muhammad Talha

Automated and maintained data processing workflows and developed backend APIs. Key responsibilities: - Developed backend APIs using FastAPI, validated data with Pydantic and managed database interactions with SQLAlchemy. - Developed and maintained data processing using pandas to facilitate data ingestion between various sources. - Automated data pipelines using Airflow, ensuring consistent and timely execution. - Refactored and optimized codebase, improving process efficiency by upto 50%.

Conducted research-based development to create document embeddings from a biomedical corpus, focusing on enhancing document-to-document similarity. Key responsibilities: - Generated document embeddings using Gensim’s Doc2Vec approach in Python. - Collaborated with a team to evaluate, optimize, and implement document-to-document similarity methods. - Developed and maintained a web-based relevance assessment system, using Flask and SQLite. - Deployed the web application on the deNBI cloud platform.

Development of web-crawlers to extract diamond information from relevant websites. Key responsibilities: - Creating web crawlers using Ruby to retrieve data and storing the diamond attributes in MySQL database. - Designing and developing the front-end, using Ruby on Rails framework, to display diamond information on the web portal. - Developing back-end REST APIs using Ruby on Rails. - Fixing bugs and defects in the code to ensure smooth flow of data.

Software development of TmX-SD (a global solution for sales and distribution) in an agile development environment. Key responsibilities: - Developing and maintaining the mobile application for TmX-SD using Java and XML in Android Studio. - Optimizing the app to make it more efficient and user-friendly. - Using Bitbucket to maintain code version and collaborate with the team. - Removing minor frontend errors using the AngularJS framework.