Data Analyst
Iran’s National Elites Foundation
Jun 2023 — Oct 2023
About / Mostafa Kermani Nia
I’m Mostafa Kermani Nia, an AI/ML engineer working across applied AI, retrieval, and data systems. My work connects model capabilities with the software, data, and operational workflows needed to make them useful in real products.
At ModAI and RamonAI, that includes visual retrieval, LLM-based data workflows, production web experiences, and mobile integration. Earlier product and backend work shaped how I approach reliability, technical ownership, and collaboration.
My academic background is in Computer Engineering at the University of Tehran, where I have ranked first in my cohort for eight consecutive semesters with a current GPA of 19.72/20. Alongside engineering, I conduct research and serve in machine-learning teaching and academic leadership roles.
Beyond engineering, classical guitar is another part of my life.

01 / Industry contributions
Open a company to explore responsibilities and role dates.
Aug 2026 — Present
Video-to-product intelligence, catalog enrichment, and behavioral analytics in development.
Jun 2026 — Present
Core Web Vitals, commerce UX, and the Android WebView/PWA app released through Cafe Bazaar and Myket.
Jul 2026 — Present
Visual retrieval, embeddings, and search-quality evaluation in development.
May 2026 — Present
Responsive SaaS interfaces, navigation, and conversational-commerce flows.
Nov 2025 — Jun 2026
Grant ingestion, explainable matching, React administration, and monitoring tooling.
Nov 2025 — Jun 2026
Python/n8n ETL, extraction, validation, orchestration, and application integration.
Apr 2025 — Sep 2026
Product strategy, technical leadership, gameplay systems, backend work, and distributed-team coordination.
Nov 2025 — Jun 2026
Frontend and application logic, transaction verification, wallet authentication, and payment/reward reliability.
Iran’s National Elites Foundation
Jun 2023 — Oct 2023
CADA
Jul 2022 — Oct 2022
University of Tehran ACM Student Chapter
Jun 2024 — Oct 2025
The Olympiads Club of Alborz
Sep 2021 — Apr 2022
02 / Engineering stack
PyTorch, TensorFlow, scikit-learn, LLM integration, RAG, embeddings, Whisper, Ollama, and evaluation workflows.
Python, SQL, PostgreSQL, ClickHouse, Elasticsearch, pgvector, ETL, Docker, Linux, n8n, SQLite, and S3-compatible storage.
React, Next.js, TypeScript, responsive UI/UX, Android WebView/PWA, and commerce integrations. Kafka: working familiarity.
Persian: native · English: professional working proficiency · Arabic: elementary