Amandeep Kaur

• Automate the various manual script-running processes on Snowflake first using SSIS, and then Python.
• Working on automating the file transfer pipeline for various CDOs.
• Worked on a POC project on Alzheimer's patient prediction using SDOH data. Applied various ML models to predict the accurate patients.
• Working on developing a GenAI chatbot.

NLP Preprocessing Tool:

• Researched different ways of data pre-processing, topic modeling through LDA, and the working of Streamlit.
• Designed the tool on the Streamlit framework in Python, and added functionalities like pre-processing steps, visualization of sentiments, and the number of topics required for topic modeling using a word cloud.

Summarizer UI and Embedding Quality Tool.

• Researched different summarization and embedding techniques, such as Word2Vec and Doc2Vec.
• Created a Summarizer UI on Streamlit that maps the summary of the text and displays it on the screen, and then created an Embedding Quality Tool for applying embedding techniques to the dataset and performing comparisons.

Image-to-text conversion.

• Researched image-to-text conversion methods in Python, and collected text images related to healthcare.
• Created a code in Python using Tesseract and designed a Streamlit tool that takes multiple images and converts them into text.

• I worked as a Support Analyst in a team of seven members in an Agile manner for a large German pharmaceutical company, Boehringer Ingelheim.
• Analyzed ticket resolution data on a monthly and weekly basis for processes such as MSR (Monthly Status Report) and WSR (Weekly Status Report).
• Performed daily, weekly and monthly monitoring of Serious Adverse Events occurred on different trials conducting in many sites globally.
• Achieved the 'On the Spot' Award two times for doing excellent work in daily monitoring of serious adverse events and ticket resolution.