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saiabhinav001/README.md

Hi there, I'm Sai Abhinav Sadineni πŸ‘‹

Typing SVG

AI Engineer & Full Stack Developer building production systems at the intersection of machine learning and modern web.

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About Me

AI Engineering & Data Science Undergrad at Chaitanya Bharathi Institute of Technology (CBIT), specializing in production ML systems and modern web architectures.

I build systems that solve real problems β€” from multi-tenant SaaS platforms to predictive maintenance analytics. My approach combines strong technical execution with product thinking, always asking "Who will actually use this?" before writing code.

Current Focus:
Generative AI β€’ Agentic AI Systems β€’ Full Stack Development

Core Competencies:

  • AI/ML: Machine Learning, Deep Learning, NLP, Predictive Analytics
  • Backend: FastAPI, Node.js, Express, REST APIs
  • Frontend: Next.js, React, TypeScript, Tailwind CSS
  • Data: PostgreSQL, MongoDB, Google Firestore DB
  • Cloud & Deployment: Vercel, Supabase, AWS

Featured Projects

🏒 CircleIn β€” Multi-Tenant Amenity Booking Platform

Production SaaS enabling residential communities to manage shared amenities with conflict-free scheduling.

Built a complete multi-tenant architecture with role-based access control, enabling admins to manage communities while residents book amenities seamlessly.

Stack: Next.js β€’ TypeScript β€’ Google Firestore β€’ Tailwind CSS
Status: βœ… Production-deployed β€’ Handling real user bookings


πŸ“ Cadence β€” AI-Powered Engineering Journal

Context-rich documentation platform solving knowledge loss in fast-moving engineering teams.

Combines structured journaling with AI-powered search, enabling engineers to document decisions, retrieve context instantly, and maintain institutional knowledge across projects.

Stack: Next.js β€’ Supabase β€’ Gemini API β€’ Tailwind CSS β€’ Markdown
Impact: Reduces onboarding time and context-switching friction


⚑ Flux β€” Visual Workflow Automation Canvas

Drag-and-drop workflow builder with AI-powered nodes and infinite canvas interface.

No-code accessibility meets developer-grade flexibility. Build complex automations visually with real-time execution and AI-enhanced logic blocks.

Stack: Next.js β€’ React Flow β€’ Framer Motion β€’ Tailwind CSS
Innovation: Bridges technical and non-technical users


🏭 MachineInsight Pro β€” Predictive Maintenance Analytics

ML platform for industrial equipment monitoring with real-time anomaly detection.

Reduces downtime through proactive monitoring. Analyzes sensor data patterns to predict equipment failures before they occur, enabling data-driven maintenance scheduling.

Stack: Python β€’ scikit-learn β€’ Streamlit β€’ Plotly
Business Value: Minimizes operational disruption through predictive alerts


🌾 Crop Yield Prediction API

Production FastAPI service delivering agricultural insights using ensemble ML.

Stacking ensemble model (LightGBM + XGBoost + CatBoost) deployed as a REST API for regional crop yield forecasting, supporting data-driven agricultural planning.

Stack: FastAPI β€’ scikit-learn β€’ XGBoost β€’ LightGBM β€’ CatBoost β€’ Pandas
Real-World Impact: Serving farming communities in Odisha with predictive insights


Tech Stack

Languages

python typescript javascript java r c

Frontend & Frameworks

nextjs react tailwind html5 css3

Backend & APIs

nodejs express fastapi

AI/ML & Data

tensorflow scikit-learn pandas numpy matplotlib opencv

Databases & Cloud

postgresql mongodb Firebase supabase vercel

Tools & Workflow

git github vscode jupyter postman figma


Contribution Activity

Contribution Graph

Currently

  • Building AI-powered applications with Generative AI and Agentic AI frameworks
  • Deepening expertise in full stack architecture with Next.js and TypeScript
  • Open to collaboration on AI/ML projects and production web applications
  • Available to discuss Machine Learning, React, Next.js, FastAPI, or product development

Let's Connect

Open to collaborating with engineers building meaningful products.

LinkedIn

Popular repositories Loading

  1. PRODIGY_DS_01 PRODIGY_DS_01 Public

    Task 1 of the Prodigy Infotech Data Science Internship

    Jupyter Notebook

  2. PRODIGY_DS_02 PRODIGY_DS_02 Public

    Task 2 of the Prodigy Infotech Data Science Internship

    Jupyter Notebook

  3. PRODIGY_DS_03 PRODIGY_DS_03 Public

    Task 3 of the Prodigy Infotech Data Science Internship

    Jupyter Notebook

  4. PRODIGY_DS_04 PRODIGY_DS_04 Public

    Task 4 of the Prodigy Infotech Data Science Internship

    Jupyter Notebook

  5. ds ds Public

    Python

  6. saiabhinav001 saiabhinav001 Public

    Config files for my GitHub profile.