SKM / PROJECTS
Thinking through building.
Experiments in machine learning, systems, and performance-oriented engineering.
24 entries
FlowState
A market-making research simulator that makes queue position, quote latency, inventory, and adverse selection explicit.
Kamish
A collaborative event-streaming system exploring signed residency policies, broker enforcement, and auditable local operation.
Project Janus
Classical and neural chess-engine research that keeps search correctness, evaluator behavior, and playing strength separate.
RiskLab
Volatility-targeted momentum and tail-risk experiments with explicit turnover costs and a reproducible subset of offline tests.
RoadVision
Road-scene segmentation and corruption evaluation, with particular attention to label provenance and metric interpretation.
Thermodynamic Evolution
A collaborative software-analysis and remediation research system with bounded semantic summaries and explicit execution gates.
TradeCore
A bounded-memory matching-engine prototype, examined through correctness invariants and the limits of its latency claims.
Aerospace Remaining Useful Life
A C-MAPSS sequence-model comparison whose current entrypoint and evaluation protocol expose reproducibility gaps.
AQC
A modular quantitative research framework with event queues, simulated execution, and explicit paper-order lifecycle handling.
Big Five Conversational Assessment
An adaptive interview prototype comparing conversational trait signals with an IPIP-style survey, without claiming clinical validity.
DeepHedge-RL
An options-trading simulation with PPO-family agents and an expanding-window evaluation harness.
Delivery-risk Modeling
A delivery-risk modeling pipeline combining classical models, neural models, and explanation tools.
E-summit 26 App
A mobile event application with ticket retrieval, QR payloads, and accessibility-related screens.
Fault-tolerant Compute Scheduler
A job-scheduling demonstration with simulated Raft coordination and an interactive cluster dashboard.
GPT-2 Architecture Exploration
An educational transformer and local-assistant implementation centered on inspectable causal attention.
IIH App
A mobile event-support application with mentor-request and participant-facing workflows.
IPS Time-series Experiments
A forecasting experiment harness comparing model wrappers across time-series datasets.
MeshNet
An Android mesh-communication prototype with modular transports and application-layer packet fragmentation.
MLSC Timetable Parser
A Go utility for converting structured timetable spreadsheets into lecture records.
Neural-Surrogate Monte Carlo Collision Simulator
A simplified particle-collision simulator paired with a neural regression surrogate and an explanatory dashboard.
Regime-Shift
Regime-conditioned portfolio research with a clear distinction between training-window isolation and causal test-time inference.
Resume–JD Semantic Matcher
A compact semantic retrieval API using normalized embeddings and inner-product search.
Sama Engine — Maintenance Contributions
Scoped contributions to a collaborative maintenance engine, with merged changes distinguished from proposed work.
Satoshi_Flow
A Bitcoin bar-by-bar backtester with next-open signal execution, fees, slippage, and gap-aware stops.