Sejal Neve | Healthcare & Clinical Data Analyst

Measure	Result	Where
Database lock time	−22%	Synergen Bio, SQL checks across 600+ queries
Safety data coding efficiency	+18%	Synergen Bio, 1,500+ AE/SAE records
Phase I/II studies mapped to CDISC	5	Synergen Bio, SDTM and ADaM datasets
Patient records analyzed	100,000+	UMBC capstone, 30-day diabetic readmissions

Is the test drug bioequivalent?

At Synergen Bio I wrote Python scripts that calculated C_max, T_max and AUC, then tested bioequivalence against reference formulations using 90% confidence intervals. This bench runs that kind of calculation on a simulated drug. Change the formulation or the study and watch the verdict.

Plasma concentration over 24 hours

Parameter	Reference	Test	Test / Ref

90% confidence intervals against the 80–125% limits

Simulated with a one-compartment oral model. These are not study results and contain no patient or sponsor data. Real studies estimate variability from subject-level data, and it usually differs between C_max and AUC.

Experience

Jan 2023 – May 2024

Clinical Trial Data Analyst

Synergen Bio Pvt. Ltd., Pune, India

Mapped raw EDC data into CDISC SDTM and ADaM compliant datasets using Python (pandas) across 5 Phase I/II studies, supporting regulatory-ready submission datasets for DCGI and global filings.
Wrote Python scripts (NumPy, SciPy) to calculate C_max, T_max and AUC and test bioequivalence against reference formulations using 90% confidence intervals for 5 studies.
Developed SQL validation checks to flag data discrepancies, such as adverse event onset dates before dosing, across 600+ queries, reducing database lock time by 22%.
Built SQL views with CTEs and window functions to report dropout patterns, screen-failure ratios and protocol deviations, delivered as dashboards to Principal Investigators.
Automated AE/SAE data cleaning and MedDRA coding on 1,500+ safety records, improving coding efficiency by 18%. Reviewed audit trails to support ALCOA+ and Schedule Y compliance.

A simplified example of that onset-date check, using SDTM domain names

-- Adverse events that start before the subject's first doseSELECT ae.usubjid, ae.aeterm, ae.aestdtc, ex.first_doseFROM aeJOIN (SELECT usubjid, MIN(exstdtc) AS first_dose      FROM ex GROUP BY usubjid) ex  ON ae.usubjid = ex.usubjidWHERE ae.aestdtc < ex.first_dose;

Jan 2022 – Jun 2022

Data & Operations Intern

Muskurahat Foundation (Nonprofit), Pune, India

Built structured program databases supporting outcome evaluation across 5+ community outreach initiatives, tracked 10+ KPIs, and generated regular activity reports for donor presentations.
Coordinated cross-functional data collection and logistics, improving the accuracy and efficiency of program reporting.

Projects

2026 · UMBC graduate capstone

Predicting hospital readmissions for diabetic patients

I analyzed 100,000+ patient records to find what drives 30-day readmissions. Prior admissions, medication changes and comorbidities stood out as high-impact predictors, and I delivered risk stratification recommendations to support early clinical intervention.

Exploratory analysisFeature engineeringRandom ForestLogistic Regression

2026 · Independent

Healthcare cost analysis and optimization dashboard

SQL queries across multi-dimensional cost and utilization datasets surface trends and cost drivers. An interactive Tableau dashboard highlights high-utilization patient segments and optimization opportunities for stakeholder review.

SQLTableau

2026 · Independent

CMS Medicare data analysis: readmission and cost drivers

I cleaned CMS Open Payments and Medicare Part B datasets, applying HIPAA-compliant de-identification practices, and wrote a findings report comparing cost and utilization across provider specialties and states.

PythonpandasCMS datasets

2024 · Poona College of Pharmacy

Electrospun nanofiber ocular insert for sustained drug release

A sustained-release alternative to eye drops after cataract surgery, using a BCS Class IV NSAID to reduce redness and inflammation. I fabricated and compared 10 electrospinning batches to identify the most effective formulation.

UV spectroscopypH meterSotax flow-through cell

Skills and education

Hover a skill to trace its branch back to the root. Select a branch to fold or open it.

Sejal’s toolkit

Education

M.S., Health Information TechnologyUniversity of Maryland, Baltimore County, Baltimore, MDAug 2024 – May 2026Health Data Analytics, Database Systems, Health Informatics, Statistics for Health Sciences
Bachelor of PharmacyPoona College of Pharmacy, Bharati Vidyapeeth University, Pune, IndiaAug 2020 – May 2024