Data Scientist | AI/ML Engineer | Gen AI + Azure ML Specialist | 2× Inventor | Microsoft & IBM Certified | $M-Impact AI Solutions

Certified Data Scientist, ML & Gen AI Engineer with 7+ years delivering enterprise-grade AI/ML solutions across insurance, fintech, and healthcare.

• Specialized in Generative AI (LLMs, RAG, LangChain, Prompt Engineering), predictive modeling, NLP, and deep learning.
• Skilled in Azure ML, AWS SageMaker, FastAPI, Docker, CI/CD pipelines, and building real-time AI systems.
• Proven success turning ML into measurable impact — reducing underwriting time, preventing fraud, lowering readmissions, and boosting revenue.
• Inventor of 2 provisional patents in AI governance and compliance automation.

• SentraNova: Root-Level Governance for Agentic AI — Provisional Patent
  Control framework for multi-agent LLMs with real-time oversight, compliance monitoring, and interruptibility.

• Agentic Compliance & Violation Alerting System — Provisional Patent
  Uses GPT-4 + RAG + vector search to detect policy violations in unstructured enterprise data (emails, logs, docs).

(Production-style deployments showcasing end-to-end ML pipelines with Azure ML, FastAPI, Docker, CI/CD, and monitoring)

• Agentic AI Compliance & Violation Alerting System 🛡️ - patent protected
  Real-time policy violation monitoring (emails/logs) with live WebSocket alerts and single-container deployment.
  Tech Stack: Agentic AI, FastAPI, React (Vite), WebSockets, Docker, Azure App Service

• PolicyPilot
  AI-powered HR/Employee Experience assistant for answering company policy questions with RAG (retrieval-augmented generation). Tech Stack: FastAPI, FAISS, OpenAI GPT-4, PDF Parsing, Docker, Azure App Service, Azure Container Registry

• Loan Eligibility Checker 💳
  Real-time ML app for loan approval predictions with scalable APIs.
  Tech Stack: Azure Datbricks, XGBoost, FastAPI, Docker, App Service, Azure kubernetes, GitHub Actions

• Insurance Eligibility Predictor 🛡️
  Automated risk scoring + eligibility prediction with drift detection & retraining triggers.
  Tech Stack: Azure ML, FastAPI, Docker, App Insights, , Blob Storage, CI/CD

• Insuracne Chatbot 🤖
  Conversational AI bot for answerig Insurance Queries.
  Tech Stack: FastAPI, Docker, Azure App Service, Application Insights

• Flight Path Safety Monitor ✈️
  Real-time weather analysis along flight routes with safety alerts & emergency landing recommendations.
  Tech Stack: FastAPI, OpenWeather API, Matplotlib, Docker, Azure App Service, CI/CD

• Insurance Risk & Eligibility Prediction – Automated underwriting with Gen AI, reducing time by 35% and saving $750K/year.
• Loan Approval & Fraud Detection – Improved accuracy by 15% and prevented $220K in fraud using ML segmentation.
• Patient Risk Forecasting – Reduced readmissions by 22% (~$480K savings) using LSTM + time-series forecasting.
• Customer Cross-Sell Engine – Boosted revenue by $280K/month through ML-powered targeting.

• Microsoft: Azure Data Scientist Associate, AI Fundamentals, Data Fundamentals
• IBM: AI Engineering, Data Science, Generative AI Specializations
• Innovation Champion – Discover Financial Services

• AI/ML: Scikit-learn, TensorFlow, XGBoost, GBM, Random Forest, Decision Trees, PCA, Clustering, Time Series Analysis (ARIMA, Prophet), Forecasting
• Gen AI: GPT-4, RAG, LangChain, Prompt Engineering, Hugging Face
• Statistical Techniques: Hypothesis Testing, Confidence Intervals, A/B Testing, Uplift Modeling, ROC-AUC, Confusion Matrix, T-Test, Z-Test, ANOVA, Chi-Square Test, Central Limit Theorem, Multi-Armed Bandits, Sequential Testing, Bayesian Inference.
• Cloud/MLOps: Azure ML, AWS SageMaker, Docker, FastAPI, GitHub Actions, CI/CD
• Databases: SQL, Pinecone, FAISS, MongoDB, ORACLE.
• Visualization: Power BI, Tableau, Plotly
• Platforms & Tools: Azure ML Studio, Azure Data Factory, Azure Functions, Azure Key Vault, Azure Synapse Analytics, Azure Logic Apps, Azure Data Lake, Azure Purview, Azure OpenAI, Databricks, AWS

•                SageMaker, AWS Lambda, AWS Redshift, Jenkins, Excel, SSMS, GitHub, Blob Storage, OpenAI API. 
  

• Loan Eligibility Checker app
• Insurance Eligibility checker app
• Insurance Chatbot
• Compliance-violation-monitoring-app
• Flight path safety monitoring app
• policypilot

💼 LinkedIn: https://www.linkedin.com/in/avi-b-engineer99/
📧 Email: avi.ba96@gmail.com 🌐 Website: https://website.avitheresearcher.com