Stack
Tools of the trade.
The full technology stack I work with in production — languages, frameworks, AI tooling, infrastructure, and integrations.
Languages
PythonPrimary language — automation, data pipelines, ML backends
TypeScriptFrontend and Next.js; API integrations where typing matters
SQLPostgreSQL-flavoured; complex queries, migrations, analytics
BashScripting, cron jobs, Docker entrypoints
Automation & Workflows
n8nPrimary automation layer for orchestration and API chaining
PrefectPython-native orchestration for complex pipeline DAGs
CeleryDistributed task queues for high-throughput async jobs
cron / systemdSimple scheduled jobs on Linux servers
AI & LLMs
OpenAI APIGPT-4o and GPT-4o-mini; function calling, structured outputs
Anthropic APIClaude 3.5 Sonnet for long-context and instruction-following tasks
OllamaSelf-hosted Llama 3 / Mistral for privacy-sensitive deployments
LangChainAgent orchestration, tool use, memory management
LlamaIndexRAG pipelines, document ingestion, query engines
InstructorStructured output extraction from LLM calls with Pydantic
Web & APIs
FastAPIPrimary API framework; async, typed, auto-documented
PydanticData validation and schema contracts across all services
PlaywrightBrowser automation and JS-rendered scraping
httpxAsync HTTP client for scraping and API calls
BeautifulSoup / lxmlHTML parsing for static content
Next.jsFrontend framework — App Router, static export, TypeScript
Data & Storage
PostgreSQLDefault relational database; Alembic for migrations
RedisCaching, pub/sub, deduplication, rate limiting
PineconeManaged vector database for RAG at scale
ChromaDBLocal vector store for development and smaller deployments
BigQueryAnalytics warehouse for high-volume event data
dbtTransformation layer for analytics pipelines
Infrastructure & DevOps
DockerContainerisation of all services; Docker Compose for local dev
KubernetesProduction orchestration; EKS for AWS-hosted workloads
AWSEKS, EC2, S3, RDS, Lambda — full stack deployments
TerraformInfrastructure as code for cloud resources
GitHub ActionsCI/CD pipelines, automated testing, deployment workflows
Prometheus + GrafanaMetrics collection and dashboards for production systems
Integrations & APIs Used
WhatsApp Business APICustomer messaging, AI-powered support
Slack APINotifications, approval workflows, ops digests
Gmail / Google WorkspaceEmail automation, calendar sync
HubSpot / SalesforceCRM integrations, lead enrichment pipelines
Notion / AirtableContent calendars, project management automation
StripePayment event webhooks, subscription state sync