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nkscoder/README.md

Nitesh Kumar Singh (@nkscoder)

πŸ‘‹ Hi, I'm Nitesh Kumar Singh (NKSCODER), a Senior Python Developer with 11+ years of experience building scalable backend systems, fintech platforms, AI-driven automation solutions, and high-performance data processing applications.

I specialize in Python, Django, PostgreSQL, distributed systems, AI-powered financial analytics, and automated trading platforms.


πŸš€ About Me

  • πŸ”§ Core Technologies: Python, Django, PostgreSQL, FastAPI, REST APIs, Docker, RabbitMQ, Ray, Celery
  • πŸ’» Experience: 11+ years in backend engineering, fintech systems, banking solutions, and scalable architectures
  • πŸ€– Current Focus:
    • AI-powered Bank Statement Analysis
    • Automated Stock Trading Systems
    • Financial Data Intelligence & Risk Analysis
    • Distributed Processing & Workflow Automation
  • πŸ“ˆ Domain Expertise:
    • Banking & Fintech Platforms
    • Transaction Intelligence
    • Large-Scale Data Processing
    • Trading Automation
  • 🌱 Exploring modern AI workflows, distributed computing, and intelligent financial systems
  • 🎯 Open to collaborating on innovative AI, fintech, and backend engineering projects

πŸ“š What I Do

🏦 Bank Statement Analysis & Financial Intelligence

  • Building scalable systems for parsing and analyzing bank statements (PDF/CSV/XML)
  • Transaction categorization, risk indicators, and anomaly detection
  • Party extraction, normalization, and deduplication
  • High-volume financial data pipelines using Python, Pandas, Ray, and RabbitMQ

πŸ€– AI-Based Auto Stock Trading Systems

  • Developing intelligent automated trading platforms
  • Real-time market data processing and strategy execution
  • Risk management and signal generation systems
  • Trading automation using Python, APIs, schedulers, and distributed workers

βš™οΈ Backend Development

  • Designing scalable backend architectures using Python & Django
  • REST APIs, authentication systems, async task processing
  • Distributed systems with Celery, RabbitMQ, and Ray
  • High-performance microservices and monolithic applications

πŸ—„οΈ Database & Performance Engineering

  • PostgreSQL schema optimization and query tuning
  • Handling high-throughput transactional systems
  • Large-scale data ingestion and analytics pipelines

πŸš€ DevOps & Deployment

  • Dockerized deployments
  • Linux server management
  • CI/CD pipelines
  • Monitoring, logging, and production optimization

πŸ”§ Technologies & Tools

Backend & APIs

  • Python
  • Django
  • Django REST Framework
  • FastAPI
  • GraphQL
  • REST APIs

Databases

  • PostgreSQL
  • MySQL
  • Oracle

Distributed & Async Processing

  • Celery
  • RabbitMQ
  • Ray
  • Pandas

DevOps & Cloud

  • Docker
  • AWS EC2
  • Linux
  • Jenkins
  • GKE (Google Kubernetes Engine)

Search & Messaging

  • Elasticsearch
  • Algolia
  • Firebase Cloud Messaging (FCM)

Frontend & Others

  • JavaScript
  • Node.js
  • jQuery
  • HTML
  • WordPress
  • Magento

🏒 Professional Experience

Senior Python Developer β€” Airtel Payments Bank (via Quess Corp Ltd)

Feb 2025 – Present | New Delhi

  • Building large-scale bank statement analysis systems
  • Designing distributed financial data pipelines
  • Implementing transaction intelligence and risk indicators
  • Developing scalable backend services using Django & PostgreSQL
  • Managing async workflows using Celery, RabbitMQ, and Ray

Senior Python Developer β€” JM Financial (Voxturr Consulting)

Apr 2023 – Feb 2025

  • Developed fintech and investment banking applications
  • Built REST APIs and reporting systems
  • Worked on high-volume financial applications
  • Implemented secure authentication and RBAC systems

Python Developer β€” Scaledesk Web Studio

Jun 2016 – Mar 2023

Worked on multiple enterprise platforms including:

  • Banking applications
  • Marketplace systems
  • Resident management systems
  • Hospitality and booking platforms
  • Payment gateway integrations

πŸš€ Featured Projects

🏦 AI-Powered Bank Statement Analysis Platform

Tech Stack: Python, Django, PostgreSQL, Pandas, Celery, RabbitMQ, Ray

  • Large-scale bank statement ingestion & processing
  • AI-assisted transaction analysis and categorization
  • Risk detection and fraud indicators
  • Distributed financial computation pipelines
  • Async and fault-tolerant architecture

πŸ“ˆ Automated Stock Trading Platform

Tech Stack: Python, Django, PostgreSQL, APIs, Scheduler, WebSockets

  • Automated trade execution systems
  • Strategy-based trading automation
  • Real-time market monitoring
  • Portfolio and risk management
  • Multi-user trading workflows

πŸ”§ Core Skills

skills = {
    "languages": [
        "Python",
        "JavaScript",
        "SQL"
    ],
    "backend": [
        "Django",
        "Django REST Framework",
        "FastAPI",
        "Node.js"
    ],
    "databases": [
        "PostgreSQL",
        "MySQL",
        "Oracle"
    ],
    "distributed_systems": [
        "Celery",
        "RabbitMQ",
        "Ray"
    ],
    "devops": [
        "Docker",
        "AWS",
        "Linux",
        "Jenkins",
        "CI/CD"
    ],
    "specialization": [
        "Bank Statement Analysis",
        "Financial Data Processing",
        "AI Trading Automation",
        "Transaction Intelligence",
        "Backend Architecture"
    ]
}

πŸ“« Connect With Me


πŸ’‘ Interests

  • Artificial Intelligence
  • Financial Technology
  • Trading Automation
  • Distributed Systems
  • Scalable Backend Architectures
  • System Design
  • Performance Optimization

⭐ Always exploring new technologies, solving complex backend challenges, and building intelligent automation systems.

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