Building persistent memory infrastructure for AI agents
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
memengine
Data Scientist
June 21, 2026 – Present
ai-ml-interview-resources
March 16, 2026 – Present
Curated resources for Machine Learning and AI Engineer interview preparation. Includes ML interview questions, coding platforms, SQL practice, and system design resources.
View Projectmlops_mini_pipeline
February 27, 2026 – Present
A small learning project demonstrating a basic MLOps pipeline with CI, Docker, MLflow, and model deployment.
View Projectcodemap_ai
February 21, 2026 – Present
CodeMap AI is a developer tool that analyzes repositories, visualizes project architecture, and generates insights through a CLI and interactive dashboard to help developers understand complex codebases faster.
View Projectcodebase-scanner
February 7, 2026 – Present
A Python CLI tool that scans a local codebase, builds its directory tree, and generates structural statistics such as file counts and file-type distribution. This project represents Phase 1 (Foundation Layer) of the CodeMap AI system
View Projectmlflow-Daghubs_remote
January 27, 2026 – Present
MLflow configured with DagsHub’s remote MLflow
View ProjectCultural Fit Analysis
The candidate's personal projects show initiative and a strong interest in the AI/ML domain, which aligns with a culture focused on innovation and continuous learning. However, the lack of diverse project types beyond personal repositories and limited information on team-based work makes a comprehensive cultural fit assessment challenging. The candidate's current role as a Data Scientist at 'memengine' suggests direct role alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise but do not provide insight into collaboration, problem-solving approaches, or communication style. No psychometric test results are available.