A comprehensive engineering stack spanning quantitative finance & fixed income modeling, mathematics & statistical econometrics, AWS cloud infrastructure, Linux systems engineering, DevSecOps pipelines, and agentic AI / MLOps workflows.
AWS CLOUD & INFRASTRUCTURE
Cloud-native infrastructure, least-privilege IAM, serverless and IaC.
AWS EC2AWS S3AWS IAM (Least-Privilege)AWS LambdaAmazon EventBridgeAmazon DynamoDBAmazon CloudWatchElastic BeanstalkCloudFront (HTTPS)AWS AmplifyAmazon BedrockTerraform (IaC)
CONTAINERS & ORCHESTRATION
Container builds, Kubernetes workloads, access control, networking, and deployment.
DockerDocker ComposeMulti-Stage Docker BuildsHardened Non-Root ImagesContainer Health ChecksKubernetes Deployments & PodsKubernetes Services & NamespacesKubernetes ConfigMaps & SecretsKubernetes ServiceAccounts & RBACKubernetes NetworkPoliciesKubernetes Probes & Resource LimitsKubernetes Persistent VolumesKustomizekind Local ClustersKubernetes Dry-Run & Rollout Verification
CI/CD & DEVSECOPS
Automated pipelines, supply chain security, linting and signing.
GitHub ActionsSAST (Bandit)ShellCheckHadolintBats TestingDependency ScanningVulnerability ScanningSBOM (Syft)Cosign Image SigningSecrets Management
OPERATING SYSTEMS & NETWORKING
Linux systems engineering, process management, timers and protocol stacks.
Linux / Unix AdministrationCLI & Bash Automationsystemd Services & TimersTCP/IP & SubnettingDNS, HTTP/HTTPS, SSHFirewalls & HardeningPBKDF2 / AES-256 EncryptionSHA-256 Verification
AI / LLM & MLOPS
Agentic AI workflows, machine learning models, RAG and intelligent operations.
RAG (Retrieval-Augmented)Vector DatabasesLangChainLangGraph AgentsHuman-in-the-Loop Approval WorkflowsLLM Safety & Prompt-Data RedactionModel Context Protocol (MCP)Amazon Bedrock GenAIOllamaPrometheus & Loki Observabilityscikit-learnRandom Forest DetectionMLOps & Model EvaluationAIOps Workflows
QUANTITATIVE FINANCE & FIXED INCOME
Yield curve modeling, interest rate derivatives, relative value strategies, and fixed income risk analytics.
Nelson-Siegel-Svensson (NSS)QuantLib Curve BootstrappingUS Treasury Yield CurvesDV01 & Key Rate DurationsModified Duration & ConvexityDV01-Neutral Ratio Sizing2s10s Steepener / Flattener RVSOFR Swaps & BasisCarry & Roll-Down AnalysisWalk-Forward BacktestingDeflated Sharpe ProbabilityFRED Macro Data PipelinesExcel / VBA Risk Dashboards
MATHEMATICS & STATISTICAL MODELING
Statistical mechanics, time series econometrics, numerical optimization, and linear algebra.
Principal Component Analysis (PCA)Eigenvalue & SVD DecompositionTime Series EconometricsStationarity (ADF, KPSS)Cointegration AnalysisNewey-West (HAC) Standard ErrorsBlock & Stationary BootstrapCircular-Shift Permutation TestsNumerical Optimization (SciPy)Monte Carlo SimulationLinear Algebra & Matrix CalculusStochastic Calculus & ProbabilityMaximum Likelihood Estimation
LANGUAGES & DATABASES
Systems programming, problem-solving, quantitative research, automation scripting, and database design.
Data Structures & Algorithms (C++)Python (NumPy, SciPy, pandas, statsmodels)QuantLibGo (Golang)Bash / ShellSQLFastAPIPydanticpytestRuffTypeScriptJavaScriptPostgreSQLpgvectorAmazon DynamoDBDjangoFlask & Flask-SocketIONext.js & ReactGit & GitHub