🤖Agentic AI | 🌐LLMs | MLOps | CloudOps ☁️ | Research & Development
AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
RAG-MCP
May 20, 2026 – Present
MCP knowledge server for persistent memory: ingest text, files, URLs, and YouTube transcripts, then retrieve semantically relevant results (with optional source citations) across namespaces.
View Projectcontext-aware-ai-email-reply
December 25, 2025 – Present
Generate professional, context-aware email replies in seconds
View Projectemail-ai-assistant
September 27, 2025 – September 27, 2025
An AI-powered email assistant that helps you craft professional, clear, and effective emails in seconds for sales, support, and marketing.
View Projectai-agent-kubectl
April 9, 2025 – April 19, 2025
AI agent (FastAPI/LangChain) generating kubectl commands from natural language queries. Supports various LLMs, optional execution, monitoring, caching, and security.
View Projectopenvino-api-server
March 21, 2025 – March 21, 2025
OpenAI-compatible inference engine optimized with Intel OpenVINO for local LLM deployment. Delivers high-performance, cost-efficient AI processing while maintaining full API endpoint parity.
View Projectrag-chatbot
July 4, 2024 – July 4, 2024
A FastAPI application that uses Retrieval-Augmented Generation (RAG) with a large language model (LLM) to create an interactive chatbot. This chatbot leverages PostgreSQL vector store for efficient document retrieval and supports text and CSV data sources for initialization.
View Projectproxmox-bridge-nat
September 27, 2023 – September 27, 2023
Creating virtual network for guests on Proxmox, And NAT to get Internet access.
View ProjectCultural Fit Analysis
The candidate's portfolio consists entirely of personal projects, many of which involve AI/ML and backend components (Python, FastAPI, LLMs). While there are frontend technologies like JavaScript, HTML, and CSS, the overall project focus leans more towards full-stack or backend AI development rather than a dedicated frontend role. This might indicate a broader interest beyond pure frontend, which could be a good fit for versatile teams but needs validation for a specific 'Frontend Developer' role. The diversity of projects shows a willingness to explore different technologies and problem domains.
Soft Skills & Operational Fit
The candidate's project descriptions are clear and concise, suggesting good written communication. The variety of personal projects indicates a proactive and self-driven individual. However, without psychometric test results or interview data, it's difficult to assess stress handling, team collaboration, or work attitude.