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badrinadhsai/README.md

Bandaru Badri Nadh Sai

Software Engineer — CSE Undergraduate (Vignan, 2027) | Aspiring AI Engineer

I build full-stack software and integrate LLMs into working systems. Python, TypeScript, React, REST APIs, Supabase/Postgres, scikit-learn, Gemini API.

Currently focused on

  • Full-stack applications with clean API boundaries
  • Practical LLM integrations
  • Structured outputs and validation
  • Fallback handling
  • Classical ML fundamentals
  • ML experimentation and evaluation
  • Building toward applied AI engineering

Selected Work

  • campus-connect-ai — Role-based campus grievance platform (Student/Staff/Admin) with Gemini-powered auto-classification, Supabase backend, analytics, and audit logs. Full-stack + AI. Personal project.
  • experiment-4-salary-prediction — Salary regression pipeline comparing four models (Gradient Boosting, R² 0.888) with MLflow experiment tracking. Academic ML work.
  • ben-ai — Conversational assistant (React + Express + Gemini API) with conversation memory and an offline fallback engine. Personal AI demo.
  • bns-site — Studio website for my independent practice BNS. Static HTML/CSS/JS, SEO, Vercel deployment. Business/studio work.
  • badri-car-studio — Responsive single-page frontend demo (vanilla HTML/CSS/JS, Netlify Forms). Fictional business, built to practice frontend fundamentals.

Portfolio

https://bandarubadrinadhsai.netlify.app/

LinkedIn

https://www.linkedin.com/in/bandaru-badri-nadh-sai-138232318/

BNS

BNS — Build · Navigate · Scale

Independent digital solutions studio founded and built by me.

Website: https://bns-site-nu.vercel.app/

BNS is my studio practice and is kept separate from my personal engineering identity.

Technical Scope

Only what my repositories demonstrate:

  • Languages: Python, TypeScript, JavaScript, HTML, CSS
  • Web/Backend: React, Vite, Tailwind, Express, Node, REST APIs, Supabase/Postgres
  • AI/ML: Gemini API, scikit-learn, MLflow, pandas, NumPy, NLP fundamentals
  • Deployment/Tools: Git, GitHub, Vercel, Netlify, GitHub Pages, npm/bun

Education

Vignan University B.Tech CSE 2023–2027

Training & Credentials

  • Cloud Computing Training Programme (in association with IIT Guwahati)
  • Intel: AI for Future Workforce — Natural Language Processing
  • NoviTech R&D: Full Stack Development MasterClass
  • TCS iON: Career Edge — Young Professional
  • Power BI: Data Modelling Basics

What I'm Working Toward

Strong software engineering fundamentals followed by applied AI engineering, including RAG, evaluation, AI services, and deployment.

Popular repositories Loading

  1. value-added-cls value-added-cls Public

    Academic coursework — Git/HTML practice.

    HTML

  2. Ambulance-booking-system Ambulance-booking-system Public

    Academic demo — ambulance booking flow with validation and voice input (Web Speech API).

    HTML

  3. Self-Intro Self-Intro Public

  4. ben-ai ben-ai Public

    Personal conversational AI demo — React + Express + Gemini API with memory and offline fallback.

    TypeScript

  5. badri-car-studio badri-car-studio Public

    Badris — minimalist automotive detailing landing page (static HTML/CSS/JS)

    HTML

  6. badrinadhsai badrinadhsai Public

    Personal profile and portfolio of Bandaru Badri Nadh Sai.