B.Tech Student | 3rd Year AI & Data Science | Aspiring Applied AI Engineer

Building intelligent systems that automate workflows, power decisions, and solve real-world problems with AI.

I'm passionate about Agentic AI Systems and AI-powered Automation. Rather than building models that live in notebooks, I focus on creating deployable systems that actually replace manual workflows. My journey combines strong software engineering fundamentals with deep AI/ML expertise to build intelligent, production-ready solutions.

Philosophy: AI + Automation + Practical Software = Real Impact

• 🤖 Design and build agentic AI systems with intelligent decision-making
• 🔄 Create AI-powered automation tools that replace manual workflows
• 🧠 Develop LLM-based applications and intelligent assistants
• 📊 Build recommendation systems and decision support tools
• 🏗️ Design system architectures optimized for AI workloads
• 💻 Full-stack development with clean, scalable code

• Java — Primary language, strong fundamentals
• Python — ML, automation, AI workflows
• TypeScript — Type-safe frontend & backend
• JavaScript — Dynamic, rapid prototyping

• Machine Learning fundamentals
• AI-powered automation systems
• LLM-based tools & chatbot integration
• Recommendation systems (GNN-based exploration)
• AI workflow system design

• React + Vite
• TypeScript
• Tailwind CSS
• REST API integration
• Frontend system design

• Git & GitHub (version control, collaboration)
• Vercel, GitHub Pages (deployment)
• API integration (Gemini API, YouTube API)
• System design for AI workflows
• Docker basics

• SQL
• NoSQL
• Data modeling for AI systems

An intelligent agent system that autonomously handles operational workflows using AI-driven decision-making. The system plans tasks, interacts with tools and APIs, executes multi-step processes, and includes reliability & error handling.

Why it matters: Demonstrates practical agentic AI architecture with real-world workflow automation.

Tech Stack: Python, LLMs, API integration, task orchestration

Focus Areas: Agentic AI • Automation Systems • Workflow Replacement

An intelligent ML system that recommends optimal crops based on soil parameters and environmental conditions. Provides data-driven decision support for farmers to maximize yield and sustainability.

Why it matters: Real-world application of ML for agricultural impact.

Tech Stack: Python, Machine Learning, Data Analysis

Focus Areas: Applied ML • Decision Support Systems • Agricultural AI

An AI-powered utility system for intelligent file management and system resource optimization. Supports automated file operations, intelligent organization, and seamless handling of local and external storage.

Why it matters: Demonstrates AI at the OS level for practical system automation.

Tech Stack: Python, AI automation, system APIs

Focus Areas: AI-powered System Tools • OS-level Automation

A personalized recommendation engine that analyzes user interaction behavior (replayed segments, engagement patterns) to suggest relevant content using intelligent modeling techniques.

Why it matters: Shows understanding of user behavior modeling and real-world recommendation systems.

Tech Stack: Python, ML algorithms, behavioral analysis

Focus Areas: Recommendation Systems • User Behavior Modeling

• 📚 Advanced Data Structures & Algorithms (placements + problem-solving)
• 🏗��� System design for AI applications at scale
• 🤝 Multi-agent AI workflows and coordination
• 🛡️ Failure handling, reliability, and scaling in AI systems
• 🚀 Production-grade AI systems architecture

• 🌐 Portfolio: rohitsurya.me
• 💼 LinkedIn: linkedin.com/in/rohit-surya-385143290
• 🐙 GitHub: @RohitSurya2809
• ✉️ Email: sankarirohitsurya@email.com

I like building AI tools that actually do things, not just models in notebooks.

I'm obsessed with:

• ✨ Turning ideas into deployable systems
• 🔗 Mixing AI + automation + practical software
• 🎯 Real-world impact over academic exercises
• 🚀 Building the future of intelligent applications

I'm excited about:

• 🔬 AI & automation projects
• 🛠️ Open-source contributions
• 💬 Technical discussions on agentic AI
• 🌱 Mentoring and learning from the community
• 🚀 Building things that matter

Feel free to reach out if you'd like to collaborate, discuss AI systems, or just chat about tech!

If you find my work interesting or useful, please consider:

• ⭐ Starring my repositories
• 🔗 Connecting on LinkedIn
• 💬 Sharing feedback and ideas

Let's build intelligent systems together! 🚀

Last updated: January 2026