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Nikhil-VS1811/README.md

Hi πŸ‘‹, I'm Nikhil VS

AI β€’ Machine Learning β€’ Backend Development β€’ DSA

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πŸ‘¨β€πŸ’» About Me

πŸŽ“ Final-year Information Science Engineering Student

πŸ€– Passionate about AI/LLM integration, Machine Learning, and Backend Engineering

πŸ’» Solving Data Structures & Algorithms daily (300+ problems solved)

πŸš€ Building full-stack applications with real LLM and ML integrations

🌱 Currently learning FastAPI, distributed systems, and cloud technologies

🌐 Connect With Me

LinkedIn LeetCode Gmail

πŸ“Š GitHub Stats

GitHub Streak

GitHub Stats

🎯 Current Focus

βœ” Data Structures & Algorithms (LeetCode, contest rating ~1466)

βœ” Backend Development (FastAPI, Node.js)

βœ” LLM Integration & AI-Assisted Applications

βœ” Applied Machine Learning (XGBoost, SHAP)

βœ” Full Stack Development

🧰 Languages & Tools

Python TypeScript C++ JavaScript React Next.js FastAPI Docker PostgreSQL Node.js Git LeetCode

πŸš€ Featured Projects

βš™οΈ NodeBase β€” AI Workflow Builder

Visual, drag-and-drop workflow automation platform with a DAG-based execution engine

Tech Stack: Next.js Β· TypeScript Β· tRPC Β· PostgreSQL Β· Inngest Β· Vercel AI SDK

Features

βœ” DAG execution engine with topological sort and cycle detection

βœ” Unified OpenAI, Gemini, and Claude integration via the Vercel AI SDK

βœ” Handlebars-based templating for cross-node data flow

βœ” Webhook-triggered execution (Stripe, Google Forms)

βœ” Real-time per-node execution status via Inngest pub/sub

βœ” Encrypted, per-user API credential storage (AES-256-GCM)

πŸ”— Repository


πŸ€– AI Code Review System

AI-powered code review platform with local LLM integration and static security analysis

Tech Stack: FastAPI Β· PostgreSQL Β· Docker Β· Ollama (Qwen2.5-Coder) Β· JWT

Features

βœ” AI-generated code reviews via locally hosted LLM (Ollama)

βœ” Provider abstraction supporting live LLM and mock review modes

βœ” Multi-language static security scanner (Python, JS, TS, Java, C++)

βœ” Hybrid scoring β€” static findings penalize AI-generated security scores

βœ” JWT authentication with ownership-scoped submission/review access

πŸ”— Repository


πŸ’³ Fraud Detection System

End-to-end fraud detection pipeline with explainable predictions

Tech Stack: XGBoost Β· FastAPI Β· React Β· PostgreSQL Β· SHAP Β· Docker

Features

βœ” Trained and benchmarked Logistic Regression, Random Forest, and XGBoost (97.92% ROC-AUC)

βœ” SMOTE oversampling applied post-split to handle severe class imbalance

βœ” Real-time SHAP explainability for individual predictions

βœ” Full-stack deployment (React dashboard, FastAPI, PostgreSQL, Render)

πŸ”— Repository


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  1. nodebase-ai-workflow-builder nodebase-ai-workflow-builder Public

    Visual AI workflow automation platform with drag-and-drop workflow builder, AI integrations, event-driven execution, and secure credential management.

    TypeScript 1

  2. AI-Code-Reviewer AI-Code-Reviewer Public

    AI-powered code review platform with repository scanning, security analysis, JWT authentication, FastAPI backend, and React dashboard.

    Python 1

  3. fraud-detection-system fraud-detection-system Public

    Full-stack fraud detection system using XGBoost, FastAPI, React, PostgreSQL, and SHAP explainability.

    JavaScript 2

  4. FeedMap-AI FeedMap-AI Public

    JavaScript 1

  5. leetcode-notes leetcode-notes Public

    DSA notes and approaches for interview prep

    C++

  6. Geet-AI Geet-AI Public

    HTML