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NJVinay/README.md

Hi, I'm Jyotir Vinay Naram 👋

Full Stack Engineer | AI/ML Developer Building production-grade full-stack applications and AI-powered systems from Karlskrona, Sweden. Currently leading end-to-end development at AiLand Media, architecting scalable multi-tenant platforms with real-time analytics and LLM-powered features. Portfolio LinkedIn Email


🚀 Professional Summary

Key Experience: Product ownership, system architecture, technical strategy, sprint-based workflowsCore Competencies: Full-stack development, AI integration, OAuth 2.0/JWT security, cloud deployment, CI/CD
Specializations: Scalable backend services, real-time analytics, LLM-powered features, microservices architecture, production-ready architecture


💼 Professional Experience

Technical Co-Founder & Lead Engineer @ AiLand Media

Jul 2025 - Present | Stockholm, Sweden (Remote)

  • Led end-to-end design and development of multi-tenant AI-powered social media management platform
  • Architecting scalable systems with Next.js, Node.js, PostgreSQL, Prisma, and Redis for production readiness- Implemented OAuth 2.0 authentication, AI content generation, scheduling systems, and analytics dashboards
  • Built brand strategy tooling and integrated modern AI APIs for content optimization
  • Focus on reliability, modularity, and scalability with modern deployment practices

Full Stack Developer @ Gaddr

May 2025 - Sep 2025 | Stockholm, Sweden (Remote)

  • Built core features using Next.js and Node.js for web application platform- Implemented application workflows, screening systems, milestone tracking, and AI-assisted proposal tools
  • Improved UI consistency and backend API reliability in collaboration with product and design teams
  • Integrated ChatGPT and Grammarly APIs for proposal automation

AI Developer @ Realdini

Mar 2025 - May 2025 | Stockholm, Sweden (Remote)

  • Developed AI-driven NPC behavior systems in Unreal Engine 5 using Blueprints and C++
  • Implemented navigation, state machines, animation systems, and performance optimizations
  • Collaborated in sprint-based workflows and participated in QA and playtesting
  • Impact: 45% improvement in enemy movement accuracy

Web Developer @ Wipro

Oct 2023 - Jun 2024 | Visakhapatnam, India (Hybrid)

  • Developed full-stack web applications using AngularJS and Python supporting 2,000+ concurrent users
  • Built responsive interfaces, integrated APIs, and automated internal workflows in Agile teams
  • Impact: 30% reduction in manual data processing

Data Science & ML Intern @ HDLC Info Technologies

May 2023 - Jun 2023 | Chennai, India (Remote)

  • Built predictive models using Python and Scikit-learn
  • Performed exploratory data analysis, feature engineering, and automated data processing pipelines

Java Developer Intern @ Oasis Infobyte

Mar 2023 - Apr 2023 | New Delhi, India (Remote)

  • Developed modular Java applications demonstrating OOP principles
  • Implemented secure login and transaction handling with unit testing and documentation

🎯 Featured Projects

🤖 NPC Memory System – AI-Driven Dialogue Framework

Bachelor Thesis @ Blekinge Institute of Technology

Emotion-aware dialogue system for 2D games using local LLMs (Mistral 7B), RoBERTa sentiment analysis (92% accuracy), and PostgreSQL memory engine. Enables dynamic, context-aware NPC conversations adapting to player sentiment and history.

Tech: Python, FastAPI, PostgreSQL, llama-cpp-python, RoBERTa, Vanilla JS
Highlights: Local LLM integration, real-time sentiment analysis, persistent memory system

📊 AiLand Media Platform – Social Media Analytics Engine

Multi-tenant platform with Next.js 16, React 19, TypeScript, Node.js/Express, and PostgreSQL/Prisma. Integrated Meta/Instagram/LinkedIn APIs with OAuth 2.0 and built GPT-3.5 RAG pipeline for automated insights.

Tech: Next.js, React, TypeScript, Node.js, PostgreSQL, OpenAI GPT-3.5, Docker, CI/CD
Focus: Scalable architecture, reliability, real-time data processing, production deployment

📱 GamePlan – Training Management Platform

React Native app for trainers with Firebase Authentication, Firestore real-time sync, and GPS-validated attendance. Features role-based access control and progress analytics.

Tech: React Native, JavaScript, Firebase (Auth & Firestore), Expo-Location API, Figma

🎮 BarrelBound – 2.5D RPG Shooter

Unity game jam entry featuring weapon mechanics, combat systems, and polished UI. Implemented movement, animation, and gameplay management logic.

Tech: C#, Unity, Rigidbody Physics, Git
Play Demo → | GitHub →

📈 Customer Churn Predictor – ML Pipeline

Ensemble ML model (Logistic Regression, Decision Tree, CatBoost, LightGBM) achieving 80% accuracy on e-commerce churn prediction with k-fold cross-validation.

Tech: Python, Pandas, Scikit-learn, CatBoost, LightGBM, Matplotlib, Seaborn
Results: 80% accuracy (vs. 66% Decision Tree, 50% Logistic Regression)

Serverless image processing pipeline with S3 event triggers, automated conversion, IAM security, and CloudWatch monitoring. Processes 1,000+ images/hour with 99.9% success rate.

Tech: AWS Lambda, S3, Python, Pillow, CloudWatch, IAM

🔒 PromptGuard – LLM Security Assessment

Comprehensive security assessment of LLM applications using STRIDE, CVSS 3.1, OWASP Top 10 for LLMs, and MITRE ATLAS frameworks with mitigation strategies.

Tech: Microsoft Threat Modeling Tool, OWASP Threat Dragon, Security Analysis


🛠️ Tech Stack

Languages

Python TypeScript JavaScript Java C++ C#

Frontend & Mobile

React Next.js React Native Angular HTML5 CSS3

Backend

Node.js Express FastAPI Spring Boot

Databases & ORMs

PostgreSQL MySQL Firebase Redis Prisma

Cloud & DevOps

AWS Docker Git GitHub Actions

AI/ML

OpenAI Scikit-learn Pandas NumPy

Game Development

Unity Unreal Engine


🎓 Education

Bachelor of Technology (BTech) – Computer Science
Jawaharlal Nehru Technological University, Kakinada | Dec 2021 - Dec 2025

Bachelor's Degree – Computer Science
Blekinge Institute of Technology, Sweden | Sep 2024 - Sep 2025


🎯 Currently

🔭 Building AI-powered analytics platforms and LLM-based interactive systems
🌱 Exploring advanced RAG optimization and scalable microservices architecture
💼 Open to Full-Stack Engineer, Backend Engineer, AI/ML Engineer roles in Sweden/EU📫 Reach me: jv5102003@gmail.com


🤝 Let's Connect

Portfolio LinkedIn Email

💡 Open to collaboration on scalable full-stack applications, AI-powered systems, cloud infrastructure, and technical leadership opportunities. Let's build something impactful together!

Pinned Loading

  1. npc_memory npc_memory Public

    Developing a NPC memory based AI integrated conversational model as part of my Bachelor Thesis.

    HTML 3 1

  2. GamePlanApp GamePlanApp Public

    GamePlan is a React Native mobile app that enables trainers to assign tasks, track student progress, and automate attendance using GPS.

    JavaScript 2 1

  3. GrayScaleImageConversion GrayScaleImageConversion Public

    Sample python code and locus bench_test code used as part of Gray Scale Image Conversion in Sandbox Environment of AWS Console

    Python 1 1

  4. Customer-Churn-Prediction Customer-Churn-Prediction Public

    Developed a customer churn prediction machine learning ensemble model which outputs 80% accuracy.

    Python 1

  5. Java-Banking-Enterprise-System Java-Banking-Enterprise-System Public

    Enterprise-grade banking system built with Java, Spring Boot, and MySQL featuring secure transactions, multi-account management, ATM operations, and RESTful APIs. Implements MVC architecture, desig…

    Java 1

  6. Covid-19-Simulation Covid-19-Simulation Public

    This project revolves around a Data-Driven Simulation Model for COVID-19, built to study state transitions and forecast disease progression.

    Python 1