Mathematics · Statistics · Computer Science
Swikriti Dumre
Curiosity drives me. I work at the intersection of Mathematics, Statistics and Computer Science to bring unique solutions backed by strong patterns.
About Me
Hi! I'm Swikriti. I am currently a junior at Smith College studying Mathematics & Statistics and Computer Science.
I enjoy building software that brings a creative tangent to monotonous workflows. I think to scale my products and the impacts associated with them, and solve problems that create positive change.
- School
- Smith College, '28
- Location
- Northampton, MA
- Focus
- Statistical Learning
- Certification
- Quantum Computing
Skills
Experience
"Veterinary & Biological Informatics Lab, Smith College"
Research Assistant
- ◆Applied relational database concepts and SQL to extract, clean, and organize large-scale genomic tabular datasets.
- ◆Wrote unit tests using pytest to validate bioinformatics pipelines processing RNA-seq datasets.
Smith College ITS
CRM Intern
- ◆Reverse engineered Salesforce order of execution from system logs and identified checkpoints using Notebook LLM to read debug logs.
- ◆Evaluated 80+ workflow rules to identify redundancies and built 9 scalable, logic-driven flows that reduced system complexity by 80%.
- ◆Translated stakeholder requirements into user stories and wrote test scripts that identified and resolved 12 critical logic errors.
Smith College ITS
Data Integration Intern
- ◆Built SnapLogic integration pipelines to resolve ticket duplication errors between TeamDynamix and 25Live, automating 17 slow workflows and saving 55+ hours of manual work per week.
- ◆Diagnosed pipeline errors by analyzing historical JSON payloads to trace data inconsistencies in automated workflows.
- ◆Conducted stakeholder consultations and produced technical documentation for system design and workflow behavior.
Education
My academic journey.
Smith College
B.A. in Computer Science and Statistics
Expected May 2028 | GPA: 3.93/4.00
St. Xavier's College, Maitighat
High School
2020- 2022| GPA: 3.85/4.00
Kalika Manavgyan Secondary School
Secondary School
2018 - 2020 | GPA: 4.00/4.00
Projects
Things I've built and researched.
LIPI AI
End-to-end translation pipeline for digitizing Tibetan scripts from textured surfaces using OpenCV for image preprocessing and fine-tuned transformer models from Hugging Face for text translation.
Smith Circle
Developed a variation of the PageRank algorithm to study and analyze the real-life social network of undergraduate students at Smith College.
Brain-Body Weight Analysis
Applied regression modeling, diagnostic testing, and confidence interval estimation in R to study allometric scaling between brain and body weight across mammalian species.
Voter Behavior Prediction Model
Logistic regression model to predict infrequent voting behavior using demographic data. Evaluated using ROC/AUC and analyzed classification trade-offs for decision thresholds.
Racial Wage Gap Analysis
Multivariate regression analysis of wage disparities across racial groups, controlling for key variables and interpreting coefficients to quantify and explain differences.
Involvement & Leadership
Smith International Student Organization
Publicity Lead
- ◆Designed promotional content and supported event logistics for programs supporting 1,000+ students.
- ◆Strengthened audience engagement and campus participation through targeted digital content.
Office of Student Engagement, Smith College
Student Staff
- ◆Managed front-desk operations and provided operational support for campus events.
- ◆Resolved facility, scheduling, and navigation inquiries in a high-traffic environment.
Junior Division Nepal Organization, Kathmandu
President
- ◆Organized weekly teaching sessions and coordinated a 7-member team to deliver accessible technical education.
- ◆Led a year-long digital literacy initiative reaching more than 500 participants.
Best Business Pitch
ASA DataFest 2026
You can get in touch with me through
I am open to research collaborations, internships, and informational conversations.