Skip to content
View ShahaDeven's full-sized avatar
2 followers · 1 following

Highlights

  • Pro

Block or report ShahaDeven

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ShahaDeven/README.md 
⚡ Data Scientist & ML Engineer ⚡

Typing SVG


LinkedIn    Portfolio   


> whoami

name: Deven Shah
location: New York, USA
role: Data Scientist @ University at Buffalo
education: MS Data Science

certified: AWS ML Engineer Associate
published: 4 papers (IEEE + Springer)

> skills --list

tech = {
    "ml": ["PyTorch", "TensorFlow", "scikit-learn"],
    "data": ["PySpark", "Pandas", "SQL"],
    "mlops": ["Docker", "MLflow"],
    "cloud": ["AWS", "GCP"],
    "llm": ["RAG", "LangChain", "Agents"]
}

> cat projects.md

+ 🤖 [AI SQL Agent](https://github.com/ShahaDeven/AI_SQL_Agent)
!    Natural language → SQL | 91.7% accuracy | 0.67s latency

+ 🤖 [E-Commerce Retention Analytics]([https://github.com/ShahaDeven/AI_SQL_Agent](https://github.com/ShahaDeven/Ecommerce_Cohort_Analysis))
!    SQL + Tableau | $30.7M upside identified

+ 🤖 [SaaS A/B Testing Analysis]([https://github.com/ShahaDeven/AI_SQL_Agent](https://github.com/ShahaDeven/Saas_AB_Testing_Analysis))
!    Bayesian | Frequentist

+ 🎓 Admissions Pipeline  
!    ML system for 3K+ applications | Explainable via LIME/SHAP

+ 📈 [Rossman Sales Forecasting](https://github.com/ShahaDeven/Rossman_sales_project)
!    LSTM model | R²=0.944 | 200x inference speedup
💼 Open to: Data Scientist • ML Engineer • AI Systems roles

Pinned Loading

  1. AI_SQL_Agent AI_SQL_Agent Public

    Production-grade Text-to-SQL Agent with 91.7% accuracy on 60 queries | What-If Simulator | Hybrid BM25 + Semantic Retrieval | Self-Healing SQL | Eval Framework | Docker + CI/CD

    Python

  2. Ecommerce_Cohort_Analysis Ecommerce_Cohort_Analysis Public

    SQL analysis of 95K customers identifying $317K revenue recovery opportunity

  3. Rossman_sales_project Rossman_sales_project Public

    Production ML pipeline for Rossmann store sales forecasting using PyTorch LSTM includes REST API, monitoring dashboard, and MLflow experiment tracking.

    Jupyter Notebook

  4. Saas_AB_Testing_Analysis Saas_AB_Testing_Analysis Public

    SaaS onboarding A/B test analysis using Python, scipy, and statsmodels. Covers experiment design, statistical testing, Simpson's Paradox discovery, and sequential testing pitfalls.

    Jupyter Notebook