ML/GenAI engineer · 6 yrs in production Grinding LLM eval by day, RAG side-quests by night New ship every few weeks · Bengaluru ▶
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Kaggle
Software Engineer
June 25, 2026 – Present
tier-1-ask-my-notes
May 12, 2026 – Present
This is `ask-my-notes` — a working RAG system I built end-to-end to learn the modern GenAI stack. You point it at a folder of markdown notes and `POST /ask` returns a Claude-generated answer grounded only in your notes, with a `Sources:` section showing which files were cited..
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focused on GenAI and data science, which could indicate a self-starter mentality. However, the lack of diverse project types or team-based experience makes it difficult to fully assess cultural fit. The listed 'Kaggle' experience with a future start date and 'Software Engineer' role is unusual and lacks detail, making it hard to evaluate alignment with a typical software engineering role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, and there are no completed psychometric or English tests to provide insight into communication or collaboration.