Data Analytics & AI/ML Professional | Master’s in Business Analytics @ University of Rochester
Experienced in enterprise solution delivery, data science, data engineering, deep learning and computer vision

• Currently building an AI-powered assessment tool for IELTS/PTE/TOEFL writing tasks - leveraging machine learning to deliver instant feedback.
• Learning about Big Data technologies and Agentic AI frameworks to scale and operationalize intelligent solutions.
• Open to collaborating on AI-driven solutions across industries - from education and healthcare to finance and beyond.
• Ask me about LLM, machine learning, deep learning, and all things AI. Always happy to chat tech!

• AI-Powered Grant Writing Assistant
  Developed an AI-powered assistant using LangChain and GPT-4 to generate structured grant proposals, applying prompt engineering, LLM integration, and workflow automation to streamline nonprofit funding processes.
  Project Repo Demo

• English-to-Spanish Neural Translator
  Built a Transformer-based neural machine translation system with TensorFlow/Keras, leveraging attention mechanisms, positional encoding, and vectorization to deliver accurate sentence-level translations.
  Project Repo Demo

• Customer Revenue Analysis
  Designed a MySQL analytical view and SQL queries to profile customers, detect churn, and highlight regional spending trends; translated insights into Tableau dashboards for executive decision-making.
  Project Repo Demo

• Commercial Real Estate Market & Development Analysis
  Performed financial modeling in Excel with KPI analysis (rent growth, vacancy, expense ratios) to evaluate U.S. housing markets and generate data-driven investment recommendations.
  Project Repo Demo

• Smart Ad Classifier (Craigslist NLP)
  Engineered a text classification pipeline using Selenium, BeautifulSoup, TF-IDF, and Logistic Regression to moderate miscategorized ads, reducing manual review and improving buyer experience.
  Project Repo Demo

• Workforce Analytics Insights
  Conducted EDA, PCA, clustering, and A/B testing on employee training and performance data, identifying skill gaps and quantifying program effectiveness for workforce development planning.
  Project Repo Demo

Programming Languages
Python, SQL, R

Python Libraries & Frameworks
Pandas, NumPy, SciPy, scikit-learn, TensorFlow, Keras, Seaborn, Matplotlib, statsmodels, nltk, TF-IDF, TextVectorization, BeautifulSoup, LangChain

Data Tools & Platforms
Tableau, Power BI, Apache Spark (PySpark), Excel

Cloud & DevOps
AWS (Redshift, S3), Git, REST APIs

Certifications
Enterprise Design Thinking (IBM), Databases & SQL for Data Science (IBM), Data Analytics with R (Google)

Email: shanalishah7@hotmail.com
LinkedIn: linkedin.com/in/shanalishah
Portfolio: shanalishah.com