My Projects
Energy Abritrage Optimization
The project includes an energy arbitrage optimization model that maximizes profit from battery storage operations while considering various constraints and costs.
Simulation: Using real electrictity price data from EIA API to optimize battery storage operations with Gurobi.
OptiWaste: Decision Support System
Developed an innovative waste management optimization system using clustering algorithms and route optimization with time windows.
Impact: Streamlined complex waste management processes and integrated theoretical models with practical applications.
3D Drone Navigation with RL
Implemented reinforcement learning algorithms for navigating a drone in a 3D space filled with obstacles.
Simulation: Using PyTorch to implement PPO algorithm with RRT and A* search algorithms.
Quantitative Trading Strategies
Developed mean reversion and momentum-based trading strategies for a Singapore-based family office.
Achievement: Improved strategy ROI by 3% and reduced risk exposure by 7.3%
Eddy Current Separator Prototype
Designed and deployed a functional prototype for effective waste segregation, including fabrication and assembly.
Tools: Fusion 360, SolidWorks for design and simulation
Advanced Mathematics for Nepali High Schoolers
A comprehensive mathematics book designed to simplify complex concepts for high school students, with a focus on interactive learning and real-world applications.
Features: Covers advanced topics like graph theory, combinatorics, and calculus with detailed LaTeX-rendered examples and animations.
Investment Dashboard
Developed an interactive investment dashboard for SIP simulation and analysis using advanced Excel features.
Features: Real-time calculations, risk analysis, and portfolio optimization
More Projects on GitHub
Mathematical Expressions
Explore beautiful mathematical equations and their LaTeX representations.
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