My interests include
- Artificial Intelligence and machine learning systems
- Robotics and hardware experimentation
- Applied physics and mathematical modeling
- Software engineering and system design
- STEM education and community building
ABOUT
I am an engineer and researcher focused on artificial intelligence, robotics, and applied mathematics. My work combines technical depth with social impact. I build systems that solve real-world problems and create initiatives that expand access to technology education.
What drives me
I am driven by curiosity about how systems behave — whether that is a neural network adapting to input, a gyroscope precessing under torque, or a distributed software service handling synchronization at scale.
CORE AREAS OF WORK
Artificial Intelligence — MindMelody
An AI-driven music generation system designed to adapt to emotional or stress-based inputs. Architecture combines convolutional and recurrent neural networks to analyze patterns and generate context-aware audio output.
- CNN–RNN architecture
- Sequence modeling
- Emotion-informed output generation
- Mental health applications of AI
Presented as part of innovation competitions and pitched as a scalable AI-for-wellness platform.
Robotics & Engineering
Built LEGO-based robotic systems (Spike Prime, EV3 platforms) and hardware prototypes integrating sensors and control systems.
- Motion control systems
- Sensor feedback loops
- Mechanical stability testing
- Competition-based robotics engineering
Experimental Physics Research — Extended Essay: Gyroscopic Precession
Investigated the relationship between precession rate (Ωₚ) and spin angular velocity (ω) in a motor-driven flywheel gyroscope.
Research Focus
- Inverse relationship between Ωₚ and ω
- Torque and angular momentum modeling
- Controlled variables including lever arm distance and flywheel radius
- Experimental error analysis including pivot friction and nutation
Method & Analysis
Developed mathematical modeling, uncertainty propagation, and quantitative error analysis to evaluate theoretical vs experimental results.
Leadership & Community Impact
Project ElevateHer
Founded and led coding and engineering workshops for under-resourced students.
- 100+ students reached
- Structured curriculum from HTML/CSS to Python and Java
- Hackathon-style capstone projects
- Fundraising through student-led initiatives
Mission: Increase representation and confidence in STEM fields.
CodeCrafters
Founded and presided over a structured coding club.
Curriculum included
- Web development
- Python fundamentals
- Java object-oriented programming
- Engineering competitions
- Peer-led mentoring model
Creative Work
Music & Violin
Blend of technical and artistic interests. Explore AI-generated music while maintaining classical training.
Pottery
Design and create ceramic forms, including custom geometries for heat retention modeling experiments.
Creative work informs engineering thinking through material experimentation.