Ishaan Goswami
Public-work score
Cross-checks resume claims against public GitHub work. Higher scores mean stronger corroborating evidence.
Demonstrated capabilities
Resume claims 'AI-driven research planning feature', 'LLM-generated roadmaps', 'Multi-Provider LLM Orchestration Platform (Cortex)', and 'LLM regression eval'. GitHub shows pinned repos 'cortex' (JavaScript) and 'f1-regulations-rag-system' (Python).
Resume mentions 'f1-regulations-rag-system' which is a pinned Python repository on GitHub.
Resume explicitly claims 'CI-gated LLM regression eval: 50 versioned test cases failing builds on >5pp pass-rate drop per operation type' for the 'Cortex' project.
Resume claims 'GitOps CI/CD pipeline (GitHub Actions, Docker Hub, Argo CD with auto-sync and self-heal)' for the 'Cortex' project.
Claims of 'microservices-based platform', 'Kubernetes', 'Argo CD', and 'GitOps CI/CD pipeline' for 'Cortex', along with a 'cortex-infra' GitHub repo.
Resume claims 'CI-gated LLM regression eval: 50 versioned test cases failing builds on >5pp pass-rate drop per operation type' for Cortex, indicating MLOps practices.
Resume describes the 'Cortex' worker tier as 'consuming tasks via Redis BRPOP (exactly-once delivery)', indicating experience with message queuing patterns.
GitHub activity
Verified stack
Key evidence
- GitHub account age is 2.4 years with 189 commits across 16 public repositories.
- Pinned repositories include 'cortex' (JavaScript), 'pitlane-live' (Vue), 'f1-regulations-rag-system' (Python), and 'F1-pitstop-predictor' (Jupyter Notebook), aligning with claimed projects and interests.
- GitHub's primary stack includes TypeScript (29.9%), Vue (14.7%), Python (14.3%), and JavaScript (13.5%), supporting claimed language proficiency.
- The presence of 'cortex-infra' as a pinned repo suggests an interest in infrastructure/DevOps related to the claimed 'Cortex' project.
Scored 26 Jul 2026