Portfolio
WORK &
CASE STUDIES
The Compliance Trap
WPI BUS596 capstone. Cross-sectional OLS regression across 11 merged CMS datasets and 2,833 U.S. acute care hospitals. Identified three systemic failure modes in federal penalty programs: infection metric blind spots, readmission displacement, and multi-program convergence. Includes an interactive hospital explorer.
▸ 2,833 hospitals · 3 policy findings · p < 0.001
DataStatz
No-code automated data analysis platform. Upload a CSV or Excel file — get instant EDA, cleaning diagnostics, ML feasibility scoring, and structured insights without writing a single line of code. 6-service FastAPI backend with an AutoML pipeline running 5 simultaneous models.
▸ In Development · datastatz.com
Azure ML Income Prediction
End-to-end ML pipeline for income prediction using boosted decision trees on Azure ML Studio. Includes data preprocessing, feature engineering, hyperparameter tuning, and model deployment. Achieved strong AUC-ROC on the Adult UCI dataset.
▸ Deployed model on Azure · AUC-ROC optimized
EchoForge AI
Self-hosted voice synthesis backend using Coqui XTTS v2. Clones and consistently reproduces an assistant-style voice from a single short WAV reference clip — no training required. Production-ready REST API with automatic GPU/CPU detection and cached conditioning latents for low-latency inference.
▸ Zero-training voice cloning · Production REST API
Business Intelligence
Nike Business Intelligence Dashboard
Analyzed 3 interconnected datasets (99k+ records total) to surface regional sales KPIs, retailer performance, and product trends. Built interactive Power BI dashboards with drill-down capabilities. Proposed a unified data warehouse strategy for cross-team alignment.
▸ 99k+ records analyzed · Regional KPIs surfaced
Web
CollegeROI Digital Strategy
Full-funnel digital marketing strategy and responsive website for a US EdTech startup. Designed user journeys, conversion funnels, and SEO strategy. Built mobile-first, accessible website with performance-optimized assets.
▸ Full funnel strategy · Mobile-first delivery
Titanic Kaggle Competition
Kaggle survival prediction competition. Applied feature engineering (title extraction, family size, cabin deck), ensemble methods combining Random Forest and XGBoost, and k-fold cross-validation. Final submission achieved 0.78708 accuracy (Top 35%).
▸ 0.78708 score · Top 35% globally
Machine Learning
Anime Recommendation System
Content-based recommendation engine built on 12,000+ anime titles. Uses TF-IDF vectorization on genre, type, and studio metadata, with cosine similarity for personalized recommendations. Includes popularity weighting and cold-start handling.
▸ 12k+ titles · Real-time recommendations
Work Experience
Director of Business Development
Visatree
Led a team of 8 business development executives. Built and managed a 200+ lead pipeline, achieving 75% conversion rate through data-driven prioritization and personalized outreach strategies. Secured 30+ institutional partnerships across India.
- ▸Led a team of 8 BDEs and managed 200+ lead pipeline
- ▸Achieved 75% conversion through data-driven outreach
- ▸Secured 30+ institutional partnerships across India
▸ 75% conversion · 30+ partnerships