
Aishwarya Raman
@aishwaryaraman
Data & Analytics Engineer at Talking Medicines who cut healthcare dataset validation time by 90% with a QA automation notebook.
What I'm looking for
At Talking Medicines, I built a QA automation notebook in Azure Databricks that cut manual healthcare dataset validation time by 90%. I also designed ETL pipelines that improved processing efficiency by 60% while meeting GDPR and HIPAA requirements.
I created and maintained a searchable catalogue of 120+ healthcare data sources, and produced analytics-ready datasets for client projects and ad-hoc requests. My work also included statistical validation frameworks for gold-standard annotation datasets, achieving 95% accuracy benchmarks.
My MSc in Applied Mathematics from the University of Glasgow grounded my work in quantitative methods; my dissertation modelled drug transport in cancerous tissues. In 2025, I placed Top 10 in The Data Lab Community Competition with a data visualisation project connecting climate action and preventative healthcare, which is being featured at DataFest 2026.
Experience
Work history, roles, and key accomplishments
Built and scaled healthcare data infrastructure across the full pipeline — from source evaluation and ingestion through to analytics-ready delivery.
🔹 Built a QA automation notebook in Azure Databricks cutting manual dataset validation time by 90%, delivering more granular and accurate results than the previous manual process
🔹 Created and maintained a searchable catalogue of 120+ healthcare dat
- Built robust healthcare data pipelines for clinical data ingestion and processing
- Implemented ETL workflows for pharmaceutical data integration
- Collaborated with cross-functional healthcare product development teams
- Performed deep analysis of medical data to extract actionable healthcare insights
- Ensured data accuracy and regulatory compliance for clinical datasets
- Created reports for
- Provided customer service through phone support and in-store assistance
- Maintained organized store environment and helped customers locate products
- Increased self-scanner adoption by 15% through effective customer engagement
- Resolved operational challenges to ensure smooth daily operations
- Managed daily retail operations including inventory restocking and store maintenance
- Delivered personalized product consultations and customer service
- Maintained customer and employee databases using Excel
- Created daily shift schedules and seasonal staff rosters
- Completed Master's in Applied Mathematics with focus on numerical analysis
- Dissertation: Mathematical modeling of magnetic Lorentz Force effects on drug transport in cancerous tissues
- Event Coordinator for Indian National Student Association - organized cultural events including Diwali celebrations and author book launch
Executive
Oct 2021 - Feb 2022 (4 months)
- Organized mathematical seminars and workshops for 350+ participants
- Led planning and execution of MODULUS 2022 annual mathematics conference
- Created and edited CONTINUUM annual magazine for Mathematics Department
Student Coordinator
Women Development Cell KMV
Oct 2021 - Feb 2022 (4 months)
- Organized seminars on social issues and women's development topics
- Managed logistics for annual college fest ensuring high participation
- Led editorial team for department's annual magazine publication
Content Writer
Kickstartmetric
Feb 2021 - Mar 2021 (1 month)
- Researched and analyzed online resources for content accuracy
- Created SEO-optimized content for US market incorporating targeted keywords
- Delivered high-quality content within strict deadlines
Content Creator
Vaiklavya
Feb 2020 - Feb 2021 (1 year)
- Provided IT support reducing blog bounce rate by 25%
- Increased search engine visibility by 200% through content optimization
- Created written content and graphic design for blog and social media
- Boosted website traffic by 55% through strategic content development
Education
Degrees, certifications, and relevant coursework
The Data Lab - Innovation Centre
DataFest 2026 (2-Day Event)
May 2026
Practical GitHub Actions
Apr 2026
University of Glasgow
Master of Science - MS, Mathematics
2022 - 2024
Dissertation project: The influence of Magnetic Lorentz Force on fluid and drug flow in cancerous tissues
Python Essential Training
Mar 2024
Microsoft
Career Essentials in Data Analysis by Microsoft and LinkedIn
Oct 2024
SQL Essential Training
Jul 2024
Delhi University
Bachelor's degree, Physical Sciences and Computers
2019 - 2022
Kulachi Hansraj Model School
Senior Secondary
2005 - 2019
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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