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  • Thomson Reuters Special Services
  • North Potomac, MD
  • 04:42 (UTC -05:00)

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danieleschmidt/README.md

Hi 👋 I'm Daniel

Agentic-AI Engineer • OSS Maintainer • Sr GenAI & ML Engineer @ Thomson Reuters Special Services

GitHub followers Linked-In Profile visitors LLMOps tag Edge AI tag Quantum tag Self-Healing Pipeline Guard build CycloneDX SBOM

🚀 About Me

  • 📍 Based in Washington DC — shipping multilingual RAG & governance tooling for regulated industries.
  • 🔬 Inventor on 9 patents covering dynamic-location sampling & sensor-fusion analytics.
  • 🎓 B.S. Mathematics (UMass Amherst) • M.S. Computer Science (Wentworth Institute).

💡 Now Hacking On

Theme Current Focus
DevEx 💚 Self-healing CI/CD (Git rerere, union merge drivers, auto-rebase action).
Supply Chain 🔐 semantic-release → Cosign key-less signatures + SBOM diff bot.
Observability 📊 Real-time DORA dashboards & token/latency/cost collectors for LLM apps.

🦾 Project Universe

🕸️ Agent Frameworks & Orchestration
Repo Stars What it does
agentic-dev-orchestrator Stars WSJF backlog → AutoGen / CrewAI multi-agent CI.
agent-mesh-federated-runtime Stars P2P runtime (10 k agents, BFT).
async-toolformer-orchestrator Stars Parallel tool-calling for GPT-4o 5× API.
reflexion-agent-boilerplate Stars Plug-in self-reflection / self-improvement.
autogen-code-review-bot Stars Two-agent PR reviewer loop.
agent-skeptic-bench Stars Truthfulness adversarial bench.
agentic-startup-studio Stars Automate ideation → MVP → pivot loop.
agentic-startup-studio-boilerplate Stars Cookiecutter skeleton (CrewAI + FastAPI + React).
agentauth (private) – Delegated credentials & Okta "Auth for GenAI".
agent-orchestrated-etl Stars LangChain ⇔ Airflow hybrid ETL.
crewai-email-triage Stars Smart inbox classifier / replier.
slack-kb-agent Stars Slack bot answers from team docs.
agentic-redteam-radar Stars Cloud-Security-Alliance-inspired agent scanner.
🔐 Secure & Private AI
Repo Stars Highlight
homomorphic-llm-proxy Stars GPU-accelerated FHE gateway.
secure-mpc-transformer-infer Stars Non-interactive MPC BERT (< 1 min).
privacy-preserving-agent-finetuner Stars DP LoRA fine-tuning.
rlhf-audit-trail Stars Immutable RLHF provenance.
dp-flash-attention Stars Flash-Attention 3 + Rényi DP.
tokenwatch (private) – Proxy logs tokens / cost / jailbreaks.
fair-credit-scorer-bias-mitigation Stars Fair lending model toolkit.
hipaa-compliance-summarizer Stars Redacts PHI → compliance notes.
redactai (private) – PII/PHA redaction pipeline.
pqc-migration-audit Stars Auto-migrates crypto to PQC.
📐 Evaluation & Governance
Repo Stars Highlight
agi-eval-sandbox Stars One-click DeepEval + HELM.
agent-skeptic-bench Stars Epistemic humility probes.
deception-redteam-bench Stars Detect emergent manipulation.
causal-eval-bench Stars Causal reasoning offline probes.
llm-cost-tracker Stars OTEL token/latency/cost collector.
lm-watermark-lab Stars Evaluate watermark robustness.
modelcard-as-code-generator Stars Auto-generates model cards.
self-healing-pipeline-guard Stars Autorepair CI pipelines.
cot-safepath-filter Stars Sanitises chain-of-thought.
⚛️ Quantum & Analog ML Toolkits
Repo Stars Highlight
quantum-devops-ci Stars CI/CD for hybrid QML.
pqc-iot-retrofit-scanner Stars PQC upgrade planner for IoT.
quantum-agent-scheduler Stars QUBO-based agent planner.
quantum-mlops-workbench Stars DevOps for quantum pipelines.
quantum-inspired-task-planner Stars Q-annealing / classical fallback.
analog-pde-solver-sim Stars Analog computing for PDEs.
photonic-mlir-bridge Stars MLIR → silicon-photonic compiler.
photonic-nn-foundry Stars Full stack for photonic AI HW.
dp-federated-lora-lab Stars DP federated LoRA.
open-moe-trainer-lab Stars End-to-end sparse MoE training.
dynamic-moe-router-kit Stars Adaptive expert routing.
pno-physics-bench Stars Probabilistic Neural Operators.
🛰️ Edge & Neuromorphic
Repo Stars Highlight
liquid-edge-lln-kit Stars Liquid NN on Cortex-M/ESP32.
tiny-llm-edge-profiler Stars 2-bit/4-bit LLM edge bench.
fast-vlm-ondevice-kit Stars < 250 ms VLM on iPhone.
spikeformer-neuromorphic-kit Stars Spiking transformer toolkit.
mobile-multi-mod-llm Stars 35 MB vision-text LLM.
iot-edge-graph-anomaly Stars GNN-augmented anomaly detect.
wasm-shim-for-torch Stars Run PyTorch in browser (WASI-NN).
edge-tpu-v5-benchmark-suite Stars First open benchmark for TPU v5e.
🧬 Scientific Discovery & Simulation
Repo Stars Highlight
self-driving-materials-orchestrator Stars 10× faster materials lab.
neural-operator-foundation-lab Stars Training + bench for neural ops.
protein-diffusion-design-lab Stars Diffusion for protein design.
tokamak-rl-control-suite Stars RL for plasma shape.
pg-neo-graph-rl Stars Dynamic GNN + FedRL control.
dynamic-graph-fed-rl-lab Stars Time-evolving graph RL.
genRF-circuit-diffuser Stars Cycle-consistent RF design.
surrogate-gradient-optim-lab Stars Learned gradient surrogates.
neoRL-industrial-gym Stars Real-world offline RL bench.
analog-pde-solver-sim Stars Analog PDE solver simulator.
⚡ Developer Tools & Utilities
Repo Stars What it does
openapi-doc-generator Stars Auto-writes OpenAPI schemas & human docs from code.
docker-optimizer-agent Stars Generates minimal, secure Dockerfiles + SBOM.
crewai-email-triage Stars CrewAI inbox classifier / auto-replier.
testgen-copilot Stars Suggests unit tests & vuln patches from diff.
async-toolformer-orchestrator Stars Parallel tool-calling runtime for GPT-4o.
agentauth (private) – Delegated credentials & Okta "Auth for GenAI".
hf-eco2ai-plugin Stars Logs CO₂, kWh & grid mix for each HF epoch.
nimify-anything Stars Wrap any ONNX/TensorRT artefact into an NVIDIA NIM micro-service.
Code-Mesh Stars Repo-wide embeddings & semantic code queries.
📊 Data Analysis & Modeling
Repo Stars Highlight
llm-tab-cleaner Stars LLM-powered data-quality & cleaning pipeline.
surrogate-gradient-optim-lab Stars Learned gradient surrogates for black-box optim.
dynamic-graph-fed-rl-lab Stars Fed RL for time-evolving graph control.
neoRL-industrial-gym Stars Offline RL benchmarks for industrial control.
iot-anomaly-detector-timeseries Stars Multivariate sensor anomaly detection via LSTM-AE.
🖼️ Vision, Media & Multimodal
Repo Stars Highlight
vid-diffusion-benchmark-suite Stars Unified latency / quality harness for VDMs.
multimodal-contract-extractor Stars VLM that parses scanned legal PDFs.
fast-vlm-ondevice-kit Stars <250 ms multimodal inference on iPhone.
liquid-ai-vision-kit Stars Liquid Neural Nets for micro-drones & AVs.
nerf-edge-kit Stars On-device NeRF for spatial computing headsets.
📦 Supply-Chain & DevSecOps
Repo Stars Highlight
self-healing-pipeline-guard Stars Auto-fixes red CI pipelines.
provenance-graph-sbom-linker Stars End-to-end supply-chain attestation.
modelcard-as-code-generator Stars Turns eval logs → executable Model Cards.
cot-safepath-filter Stars Sanitises chain-of-thought before it leaks.
🧑‍⚕️ Synthetic Data, Fairness & Governance
Repo Stars Highlight
synthetic-data-guardian Stars Validated synthetic data + watermarking.
fair-credit-scorer-bias-mitigation Stars Debiases credit-scoring models.
biasaudit-pro (private) – Annex VII-ready bias auditing SaaS.
🚀 Hardware & Performance
Repo Stars Highlight
gaudi3-scale-starter Stars PyTorch Lightning boilerplate for Intel Gaudi 3.
edge-tpu-v5-benchmark-suite Stars First open harness for Google TPU v5e edge cards.
dp-flash-attention Stars FlashAttn-3 kernels + Rényi DP noise, zero-overhead.
wasm-shim-for-torch Stars Run PyTorch 2.4 in WebAssembly (no WebGPU).

📊 Stats & Contribution Heat-map

GitHub stats Top languages

🛠 Core Tech Stack

Python TypeScript Rust Docker AWS GovCloud PyTorch 2.4 LangChain MLIR Cosign CycloneDX

🌐 Connect

Where Link
✉️ Email [email protected]
💼 LinkedIn linkedin.com/in/daniel-schmidt-574482b8
📝 Blog (auto-generated via openapi-doc-generator, coming soon)

"Build systems that heal, models that explain, and agents that behave."

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