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Aishwarya RamanAR
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Aishwarya Raman

@aishwaryaraman

Data & Analytics Engineer at Talking Medicines who cut healthcare dataset validation time by 90% with a QA automation notebook.

United Kingdom
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What I'm looking for

I'm currently available for Data Engineer, Analytics Engineer, and DataOps roles across Scotland and the UK.

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

Talking Medicines logoTM

Data Tech Analyst

Jan 2025 - Apr 2026 (1 year 3 months)

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

Talking Medicines logoTM

Data Analyst

Oct 2024 - Jan 2025 (3 months)

- 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

Booker Wholesale Retail logoBR

Branch Assistant

Apr 2024 - Jan 2025 (9 months)

- 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

LUSH logoLU

Retail Operations Assistant

Oct 2023 - Jan 2024 (3 months)

- 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

University of Glasgow logoUG

Graduate Student

Sep 2022 - Jan 2024 (1 year 4 months)

- 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

WK

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

KI

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

VA

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

TC

The Data Lab - Innovation Centre

DataFest 2026 (2-Day Event)

May 2026

LI

LinkedIn

Practical GitHub Actions

Apr 2026

UG

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

LI

LinkedIn

Python Essential Training

Mar 2024

MI

Microsoft

Career Essentials in Data Analysis by Microsoft and LinkedIn

Oct 2024

LI

LinkedIn

SQL Essential Training

Jul 2024

DU

Delhi University

Bachelor's degree, Physical Sciences and Computers

2019 - 2022

KS

Kulachi Hansraj Model School

Senior Secondary

2005 - 2019

Tech stack

Software and tools used professionally

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