Hi, I'm Jiveeka Negi 👋
🎓 Mechanical Engineering Undergraduate 💡 Curious about how mathematics, physics, and computation come together to solve real engineering problems 🧠 Interested in simulation-driven design, numerical modeling, and computational mechanics
I enjoy exploring engineering systems through mathematical modeling, coding, and simulation, and I am continuously working toward building strong foundations for future research in mechanical engineering.
🌐 Connect With Me
🔗 LinkedIn: https://www.linkedin.com/in/jiveeka-negi-357333242/
🔬 Research & Technical Interests
- Computational Mechanics (FEM) — Simulation-driven structural analysis using ANSYS Mechanical
- Multiphysics & Structural Dynamics — Vibrations, thermo-structural and CFD–FEM coupling
- Thermal Sciences & CFD — Heat transfer and cooling system optimization
- Biomechanics & Intelligent Systems — ML (scikit-learn) with embedded prototyping for health-tech applications
🚧 Projects (Under Development)
🤖 Self-Optimizing Robotic Arm
Developing a 3-DOF robotic arm with integrated structural (FEM) and airflow/thermal (CFD) analysis using ANSYS Mechanical. Building ML models in Python using scikit-learn to predict stress–temperature behavior and enable design optimization. Prototyping an Arduino-based system for experimental validation of thermo-structural performance.
🦿 Smart Prosthetic Knee Joint
Designing a biomechanical prosthetic knee with coupled FEM-based stress analysis and CFD-driven thermal comfort evaluation in ANSYS Mechanical. Developing ML models using scikit-learn for stress prediction and gait-informed optimization. Building a servo-actuated prototype with sensor integration for real-time motion and thermal analysis.
🌡️ Thermal-Aware Cooling Robot
Engineering a robotic system with CFD-based internal airflow optimization and thermal analysis using ANSYS Mechanical. Training ML models in Python with scikit-learn to predict temperature distribution and optimize cooling strategies. Developing an Arduino-based prototype with real-time sensing and adaptive cooling control.
🎓 Core Coursework
- Strength of Materials
- Engineering Mechanics
- Fluid Mechanics
- Thermodynamics
- Material Science
- Engineering Mathematics
- Theory of Machines
🎯 Academic Goals
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Build strong expertise in computational and simulation-based mechanical engineering
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Explore structurally and thermally coupled engineering problems
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Contribute to research-oriented engineering projects
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Prepare for advanced studies in computational mechanics
🧠 Philosophy
✨ Always open to collaboration & learning