Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.
Build read models and projections from event streams.
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.
Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code.
Derive security requirements from threat models and business context.
Implement efficient similarity search with vector databases.
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for…
Apply STRIDE methodology to systematically identify threats.
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks.
Map identified threats to appropriate security controls and mitigations.
Optimize vector index performance for latency, recall, and memory.
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.
Design durable workflows with Temporal for distributed systems.
Configures WSL2 Ubuntu with CUDA acceleration and exposes root SSH access over FRP reverse proxy for reliable remote GPU computing.
Configures WSL2 Ubuntu with CUDA support and exposes remote SSH access over FRP reverse proxy for external GPU development.
Wwise SDK research, resolved against the user's locally installed SDK rather than the web.
When a user wants to grow an X (Twitter) account from zero before a product launch, or asks how to get first followers, warm up the…
Search and scrape X posts for a query with reliable native date filtering (since:/until:) — ranked by likes.
Post and schedule content to X/Twitter. Use when batch processing social posts, promoting podcasts/blogs, or scheduling content. Handles…
Extracts deep learnable structures from books using multi-stage cognitive compression and the Epiplexity principle.