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Sidharthkris/README.md

πŸ§‘β€πŸ’» About Me

I'm a Computer Science graduate with a passion for building intelligent systems that solve real-world problems. My master's thesis focused on agent-based modelling of emergency evacuations β€” combining simulation science, behavioural modelling, and data-driven analysis.

  • πŸŽ“ M.Sc. Computer Science β€” TU Clausthal
  • 🌍 Based in Germany β€” open to roles in software engineering, AI/ML, and simulation
  • πŸ”¬ Thesis: Agent-Based Simulation of Emergency Evacuation in University Lecture Halls (NetLogo)
  • 🌱 Currently deepening skills in Python, machine learning, and cloud-native development
  • πŸ’¬ Happy to talk about: agent-based modelling, simulation, algorithms, or anything CS

πŸ› οΈ Tech Stack

Languages

Python Java C++ NetLogo SQL

Tools & Frameworks

Git Linux VS Code NumPy Pandas Matplotlib

Domains

Agent-Based Modelling Simulation Data Analysis Algorithms


πŸš€ Featured Projects

Master's Thesis β€” TU Clausthal, 2025

An agent-based simulation modelling how occupants evacuate university lecture halls under emergency conditions. Built in NetLogo, with statistical analysis carried out in Python.

Highlights:

  • πŸ§‘β€πŸ€β€πŸ§‘ Modelled heterogeneous agent behaviour (students, mobility-impaired individuals, instructors)
  • πŸšͺ Evaluated multiple exit configurations and crowd density scenarios
  • πŸ“Š Identified bottleneck patterns and proposed layout recommendations grounded in simulation data
  • πŸ“ˆ Results visualised with Python (Pandas, Matplotlib)

Key skills demonstrated: Agent-based modelling Β· NetLogo Β· Simulation design Β· Statistical analysis Β· Python Β· Scientific writing

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πŸ“Š GitHub Stats

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    Agent-based simulation of emergency evacuation in university lecture halls β€” Master's Thesis, TU Clausthal 2025