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Coding.... But I dont know what!!!!!!!!
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Coding.... But I dont know what!!!!!!!!
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Siddharthpatni/README.md

📍 Braunschweig, Germany | 📧 patnisiddharth1311@gmail.com

🕵️ Explore Dashboard | 🚀 Project Hub | 🛠️ Skills Matrix | 🎓 Academic Timeline

🕵️ Interactive Profile Dashboard

Click on the sections below to dynamically expand my engineering portfolio and experience layers.

🤖 Executive Summary & Focus Areas
I am a full-stack developer and Master's student in Digital Technologies, passionate about connecting software development with the future of AI . My focus is on building robust, cloud-connected systems, especially using agentic AI and LLM pipelines . I bring a strong, hands-on background in key technologies like Python, FastAPI, Docker, Playwright, and ML frameworks, with a growing portfolio of AI-first applications .
🔬 Research & Industry Cooperation (Ostfalia / TU Clausthal)

Agentic AI for Automated Web Data Extraction | CORE Research Group · SoSe 2026

  • Scalable Extraction: Built and evaluated LLM-based scraper generation pipelines using Python, Playwright, and multi-model LLM APIs (OpenRouter) .
  • Self-Healing Loops: Implemented automated feedback loops with sandboxed code execution to verify script reliability .
  • Benchmarking Infrastructure: Conducted comparative benchmarks across multiple LLM providers; analyzed cost, latency, and success rate trade-offs to identify optimal models for production use .
  • Autonomous UI Execution: Explored Computer-Use Agent (CUA) architectures for GUI-based autonomous web interaction; contributed to a cascaded FastAPI pipeline with asynchronous job processing and persistent document storage .
💼 Professional Experience History

Software Developer Intern | L&T Technology Services · Dec 2023 - Apr 2024

  • Performance Optimization: Refactored React component layer and Flask APIs; reduced perceived load times by ~30% through bundle optimization and response caching .
  • CI/CD Integration: Dockerized microservices and integrated into Linux-based CI/CD pipeline, reducing environment-specific regressions .
  • Architecture Quality: Standardized API-UI contracts and added input validation, reducing cross-team integration defects .

🚀 Featured Projects Grid

🛡️ Sentinel

Open-Source LLM Observability Platform

  • Drop-in proxy infrastructure for OpenAI and Anthropic models .
  • Provides comprehensive execution traces, evaluation layers, and smart routing .
  • Integrated compliance-ready EU AI Act audit logs and automated real-time alerts .

⚡ Cereforge

AI Learning & Knowledge Platform

  • Adaptive learning platform using LLM-generated content pipelines .
  • Personalizes study paths based on user progress and identified knowledge gaps .

🔄 Workflow Engine

Visual No-Code Automation Builder

  • Node-based visual workflow editor for building multi-step automations .
  • Production-scale support for conditional branching and REST API integrations .

🤖 ShopMate-R

AI-Powered Retail Assistant

  • AI shopping assistant with natural-language product search capabilities .
  • Integrates LLM reasoning with structured product data for Pepper and Temi robots .
🔍 View Production-Ready Media & Medical Pipelines

🎬 AI-Driven Video Production Pipeline (2024)

  • Tech Stack: Python | FastAPI | OpenCV | Hugging Face | FFmpeg | Redis
  • Automated captioning, media retrieval and GPU-accelerated rendering; reduced production turnaround from 6 hours to 20 minutes .

🩺 Multi-Disease Diagnostic Web App (2023)

  • Tech Stack: Python | Flask | OpenCV | scikit-learn
  • End-to-end diagnostic pipeline with ~85% accuracy; reduced per-case processing time from 30 minutes to 10 seconds .

🛠️ Interactive Skills Matrix

🧠 Artificial Intelligence & Agentic Engineering

💻 Backend Ecosystem & Frameworks

🐳 Infrastructure, Databases & Frontend

🎓 Academic Timeline

 🕒 Mar 2025 - Present   M.Sc. Digital Technologies @ Ostfalia & TU Clausthal (Germany)
                         └─ GPA: 2.80 | Focus: Distributed Systems & Agentic Implementations

 🕒 Jul 2021 - May 2024  B.Tech. Computer Engineering @ CHARUSAT (India)
                         └─ CGPA: 7.6 / 10

 🕒 Jun 2018 - Jun 2021  Diploma in Computer Engineering @ GTU (India)
                         └─ CGPA: 8.92 / 10

Pinned Loading

  1. Sentinel Sentinel Public

    🛡️ Open-source LLM observability + agent reliability platform. Drop-in proxy for OpenAI/Anthropic with traces, evals, routing, audit logs (EU AI Act), and alerts.

    Python

  2. ai-driver-safety ai-driver-safety Public

    The AI-powered driver safety system integrates deep learning models to enhance road safety. Features include Traffic Sign Recognition (CNN-based), Pedestrian Detection (YOLO-based), Driver Monitori…

    Python

  3. Digital_Inventory Digital_Inventory Public

    A modern, full-stack inventory management application designed for micro-retailers and pop-up sellers. Features a beautiful, responsive UI with real-time stock tracking, low-stock alerts, and compr…

    JavaScript

  4. ShopMate-R ShopMate-R Public

    🤖 AI-powered robot assistant for grocery shopping using Pepper & Temi robots — NLP product search, LLM reasoning, and real-time interaction

    Python

  5. Cereforge Cereforge Public

    ⚡ Forge Intelligence. Build the Future. Cereforge is a competitive AI engineering platform focused on real production systems in LLMs, RAG, Vision, and Autonomous Agents.

    Python

  6. Workflow_Engine Workflow_Engine Public

    🚀 High-performance, distributed workflow automation engine — n8n alternative built with Node.js, React, and Python for production scale.

    JavaScript