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Assessing your cultural and operational fit
autopilot
February 6, 2026 – Present
Terminal-based AI coding agent that can reason, execute tools, browse the web, and modify code in real time. Built from scratch with support for MCP servers, hooks, and persistent sessions for fully extensible automation workflows.
View Projectnodebase-main
November 24, 2025 – Present
An automation workflow builder inspired by n8n, where users visually create and connect nodes (HTTP, AI Integrations) to automate real-world tasks. Workflows are executed via background jobs using a graph-based execution engine with topological sorting, atomic execution, and event-driven orchestration to support scalable, non-blocking workflow runs
View ProjectAudioScan
October 3, 2025 – October 13, 2025
Audio classification project built with PyTorch, featuring a ResNet-based CNN and advanced data augmentation on the ESC-50 dataset. Trained on Modal GPUs and deployed via FastAPI in a Dockerized environment for reproducible, real-time inference.
View ProjectCodeLens
May 1, 2025 – June 9, 2025
AI-powered codebase understanding tool built with LangChain and Gemini. Features commit analysis via Octokit, meeting transcription using AssemblyAI, and a credit-based Stripe payment system. Tech stack: Next.js, TypeScript, tRPC, pgvector, Clerk, Firebase.
View Projectdevoverflow-main
February 2, 2025 – June 9, 2025
Modern Q&A platform with AI-generated answers, job search, and a reputation-based community system. Built using Next.js, MongoDB, Google Gemini, JSearch API, Shadcn UI, and Clerk for authentication.
View Projectimage-ai
December 8, 2024 – June 9, 2025
AI design SaaS platform with text-to-image generation, background removal, and real-time editing. Built using Fabric.js, HuggingFace, Unsplash API, UploadThing, and Hono with Stripe integration for subscription management.
View Projectfood-ordering-app-frontend
June 19, 2024 – June 19, 2024
food-ordering-app-frontend — GitHub repository
View Projectfood-delivery-app-backend
June 19, 2024 – June 19, 2024
food-delivery-app-backend — GitHub repository
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a strong inclination towards innovation and building cutting-edge solutions, particularly in the AI and automation domains. The diversity of projects (AI agents, workflow builders, SaaS platforms, audio classification) indicates adaptability and a broad interest in technology. This aligns well with a culture that values continuous learning and problem-solving. However, the lack of team-based projects or professional experience makes it difficult to fully assess collaboration and cultural integration.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a strong drive for building complex systems and integrating diverse technologies. The focus on personal projects suggests self-motivation and initiative. However, without direct interaction or psychometric test results, it's difficult to assess communication, teamwork, and stress handling abilities.