Featured Projects

Innovative solutions at the intersection of data science, AI, and human behavior

Certificate

LISC Digital Growth Accelerator

Business ConsultingAssociated with Simple Coaching Inc.Mar 2025 - May 2025

Selected for LISC Massachusetts & IXL Center program to support small-business digital growth in wellness and mental health sectors.

  • •Client assessments to refine offerings & CX
  • •Guided digital optimization and engagement
Digital StrategyUXSEO+1

Chatter Box – Intelligent Chatbot

AI/ML

Personal chatbot using fuzzy matching for intent detection with a JSON knowledge base, contextual responses, and dynamic features (e.g., exact age calc).

  • •Fuzzy string matching for queries
  • •JSON-driven response system & context
PythonJSONAlgorithms+1

Dynamic Pricing Model for ReCell

Data ScienceAssociated with The University of Texas at Austin

Analyzed used/refurb device data to find price drivers and built a predictive model for dynamic pricing and profitability.

  • •EDA across device attributes
  • •Linear regression & diagnostics
PythonLinear RegressionStatistical Modeling+1

E-news Express Landing Page Effectiveness

A/B TestingAssociated with The University of Texas at Austin

Measured the impact of a new landing page on subscription conversions and engagement. Assessed language-preference effects.

  • •A/B test design & evaluation
  • •Conversion & dwell-time analysis
A/B TestingStatsViz+1

Extended Euclidean Algorithm

Algorithms

Python tool to compute GCD and Bézout coefficients with a generated PDF report of step-by-step calculations (ReportLab).

  • •Iterative extended GCD
  • •Formatted PDF reporting
PythonReportLabNumber Theory

Face Recognition Software

Computer Vision

Deep learning pipeline in Python/TensorFlow for accurate face detection and recognition across images and real-time feeds.

  • •End-to-end CV pipeline
  • •Preprocessing & model tuning
TensorFlowDeep LearningComputer Vision+1

FoodHub Order Analysis

Data AnalyticsAssociated with The University of Texas at Austin

Explored aggregator order data to uncover trends and provide operations recommendations with uni/bivariate analysis.

  • •Variable ID & cleaning
  • •Univariate / bivariate EDA
PythonEDAVisualization+1

Predicting Booking Cancellations – INN Hotels

Predictive AnalyticsAssociated with The University of Texas at Austin

Classification model to forecast cancellations and inform policy design for refunds and overbooking.

  • •Feature engineering & selection
  • •Threshold tuning for ops targets
PythonClassificationModeling+1

Visa Approval Predictive Model

ClassificationAssociated with The University of Texas at Austin

Analyzed applicant data and built ensemble models to predict approvals and optimize applicant profiles.

  • •EDA & preprocessing pipeline
  • •Ensemble techniques
PythonEnsemblesEDA+1

Self-Driving Game Exploration

Reinforcement Learning

Explored autonomous control in a game environment using PyAutoGUI, NumPy, and PIL to prototype self-driving behaviors.

  • •Programmatic game control
  • •State extraction via images
PyAutoGUINumPyPIL+1

Stock Data Analysis & Clustering

Machine LearningAssociated with The University of Texas at Austin

Grouped stocks by attributes using clustering and profiled segments to surface portfolio patterns.

  • •K-means & hierarchical clustering
  • •Cluster profiling
PythonK-meansHierarchical+1

Tic Tac Toe with AI

AI/Algorithms

Tkinter desktop app with PvP and PvAI modes. Minimax AI ensures optimal play and challenging experience.

  • •GUI with Tkinter
  • •Minimax with pruning
PythonTkinterAI+1

Vigenère Cipher Decryption

Cryptography

Implemented decryption using Index of Coincidence and χ² tests to infer key length and key; generates a polished PDF report.

  • •IC & chi-square analysis
  • •Key inference workflow
PythonCryptographyVisualization+1

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