Distributed Vector Embedding Pipeline

Go gRPC broker with an in-memory task queue, polling workers driving persistent Python sentence-transformers subprocesses, and Qdrant-backed kNN search.

Replicated Key-Value Store on Raft Consensus

Leader election, log replication, and safety under leader crashes and network partitions.

CNN-LSTM on L2 Order Book Data for Kalshi BTC Prediction Markets

Applying a DeepLOB convolutional network with an Inception module and LSTM to real-time Binance L2 order book data to forecast 15-minute price direction.

Self-Attention CycleGAN for Unpaired Image-to-Image Translation

Self-attention modules in the ResNet generator bottleneck and spectral normalization on every discriminator layer, trained with LSGAN, cycle-consistency, and identity losses on 128×128 unpaired faces.

Pipelined ARMv8 CPU Simulator with Branch Prediction and Caching

A 5-stage pipelined ARMv8 simulator in C with hazard detection and forwarding, a gshare predictor (8-bit GHR, 256-entry PHT, 1024-entry BTB), and a configurable set-associative cache.

Long Straddle Options Trading Strategy

Won first place in Maroon Capital Trading Competition.

Custom Unix Shell

Fork-exec process control, output redirection, built-in commands, and multi-command parsing in both interactive and batch modes.

LZW Compression with Variable-Width Encoding

Chained hash table mapping prefix, suffix pairs to codes, bit-level packing at variable-widths, and dictionary pruning that remaps live codes when the table fills.

Pharmacogenomic Predictors of Hemodynamic Instability

Leveraged high-performance supercomputing environment to analyze the pharmacogenomic implications of the OPRM1 rs1799971 polymorphism, identifying genetic variations associated with differential opioid responses and cardiovascular susceptibilities.

Mean-Reversion Trading with Exponential Bollinger Bands

Grid-searched parameters ranked by Sharpe, continuous position sizing from standardized deviation, and minute-by-minute live execution through Alpaca.

Go Board Game Engine

Breadth-first search for group capture and territory scoring, ko detection against position history, and a depth-2 bot that maximizes expected material under a uniform-random opponent model.