🚀 Full-Stack Developer · 🤖 ML Practitioner · 🧩 Problem Solver

"I don't just write code — I engineer solutions to real-world problems."

I'm a developer who started with Frontend, evolved into Machine Learning, and now builds end-to-end solutions across the full stack. My journey isn't just about learning technologies — it's about using them to solve problems that actually matter.

vamsi = {
    "name"    : "Bodimalla Vamsi Krishna Reddy",
    "roles"   : ["Full-Stack Developer", "ML Practitioner"],
    "journey" : "Frontend → ML → Backend → Full-Stack",
    "stack"   : {
        "frontend" : ["React.js", "HTML", "CSS"],
        "backend"  : ["FastAPI", "Node.js", "Express.js"],
        "ml"       : ["Scikit-Learn", "Pandas", "NumPy"],
        "database" : ["MongoDB", "MySQL", "Oracle SQL"],
        "tools"    : ["Git", "Jupyter Notebook", "VS Code"]
    },
    "languages"     : ["Python", "JavaScript", "Java", "C", "SQL"],
    "soft_skills"   : ["Leadership", "Peer Mentorship (AIHUB)", "Communication"],
    "driven_by"     : "Turning complex problems into clean, working solutions 🧩"
}

🎨 Frontend Dev        →    🤖 ML Engineering       →    ⚙️ Backend + Full-Stack
   React, HTML/CSS          Model Training                FastAPI, Node.js
   UI/UX Hands-on           Evaluation                    MongoDB, MySQL
                            Scikit-Learn, Pandas          REST APIs

I didn't follow a textbook path — I followed real problems and picked up whatever it took to solve them.

Languages

Frontend

Backend & APIs

ML & Data

Databases

Tools

🔗 Live Demo · Dynamic Railway Seat Allocation System

Traditional booking systems treat a berth as either fully vacant or fully occupied. That wastes seats.

SmartSeat breaks the berth into route segments — so a berth occupied from Howrah → Gaya can still be booked for Gaya → New Delhi by another passenger.

Howrah ──[OCCUPIED]──► Gaya ──[VACANT]──► New Delhi
                          ↑
               New passenger books here 🎯

How it works under the hood:

• 📐 Segment-wise berth model — each berth tracks VACANT/OCCUPIED states per route segment
• 🧠 CSP (Constraint Satisfaction Problem) — seats are filled dynamically using constraint solving
• 🏆 Seat ranking algorithm — top 3 best-fit seats recommended to the passenger
• 🎟️ QR ticket generation — downloadable ticket on successful booking

Tech: Python · HTML/CSS/JS · CSP Algorithm · Dynamic Allocation