Anaswara Pyarilal
Open to work0 years experienceData Scientist
Data Scientist
Standing Rank
Rank Not Available
Developer Badges
Skills & Technologies
17 skillsWork Experience
Statistical Consultant (Academic)
Manipal Academy of Higher Education
- Provided statistical consultation for 5 Master’s and PhD research projects across departments.
- Performed statistical analyses using R, Excel, SPSS, and SAS, including hypothesis testing, regression, ANOVA, and visualization.
- Interpreted results and communicated evidence-based insights to researchers.
Job Simulation
BCG X Job Simulation- Forage
- Simulated a customer churn prediction project for a telecom client, performing EDA and feature engineering in Python.
- Built and evaluated classification models to identify high-risk churn segments.
Projects
Medical Knowledge Drift in Clinical NLP
- Analyzed 12,400+ PubMed abstracts (2020–2025) using BioBERT to study semantic drift in biomedical literature.
- Quantified terminology evolution through TF-IDF, MeSH analysis, PCA, and t-SNE, identifying changes across 5 medical specialties.
- Developed an end-to-end biomedical NLP pipeline using Python, Hugging Face Transformers, and Scikit-learn, achieving ~90% classification accuracy.
Clinical Trial Analytics Dashboard
- Built an interactive Streamlit dashboard analyzing 19,000+ diabetes clinical trials with 20+ interactive visualizations using Plotly.
- Cleaned and transformed 19K+ clinical trial records using Python and Pandas to improve data consistency and analysis.
- Analyzed sponsor activity, enrollment trends, study phases, and trial status, enabling exploration through dynamic filters and charts.
Impact of COVID-19 on Society
- Conducted statistical analysis on primary survey data from 50+ participants using SPSS.
- Performed exploratory data analysis, descriptive statistics, and hypothesis testing to identify significant health and lifestyle changes.
- Developed 10+ statistical visualizations to communicate trends in behavioral and post - pandemic outcomes.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Achievements Not Earned
Special rewards, developer badges, system recognition certificates, and conceptual milestones will display here.
About Details
Professional Bio
Data Science graduate student with a strong foundation in statistics, machine learning, and programming. Skilled in data analysis, predictive modeling, and data visualization, seeking a Data Science/Analyst role to turn complex data into decision-ready insights.
Master of Science in Data Science
Manipal Academy of Higher Education (2025 - 2027)
Bachelor of Science in Computer Science and Mathematics
St Joseph's College, Calicut (2022 - 2025)