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DeemonDuck/README.md

Ridham Taneja

AI/ML Engineer • Python Developer • Deep Learning Enthusiast



Building intelligent AI systems with a focus on automation, machine learning, and scalable backend development.

About Me

  • B.Tech student specializing in Artificial Intelligence & Machine Learning
  • Passionate about building practical AI applications and intelligent systems
  • Interested in Deep Learning, NLP, Computer Vision, and AI Infrastructure
  • Focused on improving backend engineering and deployment skills
  • Exploring LLMs, AI Agents, and production-ready ML workflows

Tech Stack

Languages

Python

AI / Machine Learning

PyTorch TensorFlow Scikit-Learn OpenCV

Backend & Development

FastAPI Git GitHub Docker

Data & Visualization

Pandas NumPy Matplotlib

Current Focus

  • Building production-ready AI systems
  • Exploring LLM workflows and AI agents
  • Improving backend engineering skills
  • Learning scalable deployment architectures
  • Preparing for AI/ML engineering roles

Featured Work

UPI Fraud Detection

Machine learning based fraud detection system focused on identifying suspicious UPI transactions and improving financial security.

GuestFlow AI

AI-powered hospitality workflow platform designed to automate and improve guest interactions and operational efficiency.

IPO Sentinel

Intelligent IPO tracking and monitoring platform focused on market analysis and automated information processing.

GitHub Analytics


Building practical AI systems that solve real-world problems.

Pinned Loading

  1. UPI_Sentinel---Transaction_Contextual_Fraud_Detection UPI_Sentinel---Transaction_Contextual_Fraud_Detection Public

    Production-oriented fraud detection system using sequence modeling (CRNN + Attention) with real-time inference capabilities.

    Jupyter Notebook 1

  2. guestflow-ai guestflow-ai Public

    Multi-agent hospitality workflow automation platform using FastAPI, RAG, Streamlit, SQLite, and local LLMs via Ollama.

    Python

  3. IPO-Sentinel---Listing_Gain_Prediction IPO-Sentinel---Listing_Gain_Prediction Public

    ML-based IPO listing gain predictor using subscription demand and market sentiment, with planned extensions including grey market premium and company fundamentals for improved investment decision i…

    Jupyter Notebook

  4. mlops-batch-job mlops-batch-job Public

    “Config-driven MLOps batch pipeline for deterministic signal generation with logging, metrics, and Dockerized execution.”

    Python