I like understanding how things work by building them.
I like understanding how things work by building them.
My work sits somewhere between software development, machine learning, and technical experimentation.
I work primarily with Python and C++, while also building APIs, training neural networks, and exploring systems-oriented technologies.
CURRENTLY INTERESTED IN
- Machine Learning
- Deep Learning
- Backend Development
- Computer Vision
- Algorithms
- Systems
PRIMARY
WORKING WITH
TOOLS
Solar Energy Assessment Through BIPVs
Performed analysis of how Building-Integrated Photovoltaics (BIPVs) can complement solar energy generation when used with BAPVs. Uses a LOD 1 3D city model to analyze building orientation and optimize BIPV placement for maximum energy output.
Selected work and technical exploration
MACHINE LEARNING
Training neural networks, experimenting with optimization, regularization, computer vision, and model behavior.
BACKEND SYSTEMS
Building REST APIs, database-backed services, schemas, and application logic.
TECHNICAL EXPERIMENTS
Exploring graphics, algorithms, research problems, and lower-level technologies.
Student Induction Programme
Introduced students to Data Structures and Algorithms, Machine Learning, and the mathematical foundations behind it.
- 150+ students for DSA
- 50+ students for ML
Virtual Vortex (Amiphoria 2024)
Successfully hosted a multiplayer gaming event for the tactical FPS Valorant.
- 100+ participants
LET'S BUILD SOMETHING.
reach out at: siddharthamanu5@gmail.com