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AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
agentforge
April 30, 2026 – Present
Self-improving AI agent optimization platform. One file in, a better agent out. Written in Rust.
View Projectus-realview
March 8, 2026 – Present
Real-time 3D geospatial command center for Dallas, TX — CesiumJS + Next.js + FastAPI with live traffic, incidents, crime, and weather data
View Projectcarbongate
February 8, 2026 – Present
CarbonGate: Carbon-Aware Quality Gates for Kubernetes GitOps
View Projectllm-inference-optimization
January 31, 2026 – Present
LLM inference optimization with dynamic batching, KV-cache management, and scheduling - Code companion for research paper
View Projectml-observability-scaling
January 31, 2026 – Present
ML observability framework with drift detection, monitoring, and alerting - Code companion for research paper
View Projectunified-ml-pipelines
January 31, 2026 – Present
DevOps and MLOps convergence patterns with feature stores, lineage, and GitOps - Code companion for research paper
View Projectsynthetic-data-pipelines
January 31, 2026 – Present
LLM-orchestrated synthetic data generation pipelines for ML training - Code companion for research paper
View Projectgitops-certification-examples
July 19, 2023 – July 21, 2023
gitops-certification-examples — repository
View Projectargocd-guestbook-example
February 10, 2023 – February 10, 2023
argocd-guestbook-example — repository
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards backend, MLOps, and research-oriented Python projects, with only a few projects ('risers-expense-splitter', 'us-realview') directly aligning with a Frontend Developer role. While demonstrating broad technical skills, the primary focus does not strongly align with the target role, suggesting a potential mismatch in core interests or expertise for a dedicated frontend position. The diversity of technologies (Python, Rust, Go, JavaScript) indicates adaptability, but the depth in frontend-specific frameworks and design principles is not clearly demonstrated.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise and technically focused, but do not provide insight into collaboration, problem-solving approaches, or communication style.