projects

dissecting concentrated liquidity mechanics
challenges the "wider = safer" LP myth using mathematical modeling of CLMMs like Uniswap v3, Orca, and Meteora. visualizes LP value, price sensitivity, and impermanent loss across range widths. shows tighter ranges maintain value better while wider ranges expose LPs to more tail risk. includes full derivation + plots.
risk analytics for token pair
analyzes 1h OHLCV data over 360 days for the JLP/USDC pool on Orca. computes drawdown, annualized returns, calmar and sharpe ratios, GARCH(1,1) volatility clustering, mean reversion metrics, and liquidation probability under simulated leverage and holding periods.
institutional analytics for everyone
analytics terminal built on SEC filings (currently 13F). lets users track institutional holdings, visualize historical returns, and surface fund-level insights with zero friction.
monte carlo failure simulation
quantifies failure probability of a 5D liquid hydrogen tank under complex stress conditions. models three failure modes (von mises, isotropic, buckling) using closed-form limit state functions. simulates 100M+ samples using Monte Carlo and Latin Hypercube Sampling, with performance-tuned Rust code.
parametric geometry in rust
a fun 1hr build to generate a high-res mobius strip using parametric equations. outputs ~200k points to csv with sub-ms runtime. written in rust with CLI controls for resolution.
optimized implementation of post quantum dilithium scheme
dilithium is a lattice-based digital signature scheme that's designed to be secure against quantum computer attacks. i created an optimized implementation focusing on verification speed and efficiency.
fine-tuned stable diffusion to replicate david goodsell's work
trained a custom diffusion model to generate biological imagery in the style of david goodsell. this project went viral during buildspace's nights and weekends cohort.
hiv genome sequence analysis using meta's esm-1b model
built a pipeline to extract protein sequences from the hiv genome and identify them using meta's esm-1b model. the goal was to understanding how ml in bio accelerates genomic analysis.
social knowledge sharing and bookmarking platform
a platform for organizing and sharing knowledge collections. designed as an alternative to traditional social bookmarking tools.
mint art as nfts without paying gas
a tool built in the early dalle 2 era to generate art and own it as nfts without paying gas fees. the project received an ethindia grant, won eth for all hackathon, and reached over 20k monthly users who minted thousands of nfts.

tinyhack

solidity learning platform focused on security
a minimal prototype for a leetcode like platform specifically for solidity with a focus on contract security. built during my time at the ethindia fellowship '23.

helixplorer

visually pleasing gpt powered mini protein wiki
an interactive visualization tool for exploring protein structures. helixplorer combines 3d molecular visualization with gpt generated explanations to make complex biochemistry more accessible.