Farid Karimi

CS Student & AI/ML Engineer, Tehran

Selected Works

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AI-Agent for Research Channel

Automated research summarization with n8n, Gemini & Deepseek LLMs

AI-Agent for Research Channel

Automated research summarization with n8n, Gemini & Deepseek LLMs

AI-Agent for Research Channel

Automated research summarization with n8n, Gemini & Deepseek LLMs

Movie Recommendation System

Hybrid SVD + content-based recommender, RMSE 0.89

Movie Recommendation System

Hybrid SVD + content-based recommender, RMSE 0.89

Movie Recommendation System

Hybrid SVD + content-based recommender, RMSE 0.89

AI-Powered Burnout Detector

Gradient Boosting + Mistral-7B, R² 0.90 on 22.7K records

AI-Powered Burnout Detector

Gradient Boosting + Mistral-7B, R² 0.90 on 22.7K records

AI-Powered Burnout Detector

Gradient Boosting + Mistral-7B, R² 0.90 on 22.7K records

Single-cell RNA-seq Analysis

scVI integration & ML prediction on 98K COVID-19 cells

Single-cell RNA-seq Analysis

scVI integration & ML prediction on 98K COVID-19 cells

Single-cell RNA-seq Analysis

scVI integration & ML prediction on 98K COVID-19 cells

See all works

Services

AI/ML Engineering

Building intelligent systems with PyTorch, LangGraph, LangChain, N8N, Scikit-learn, and LLM APIs. Specializing in AI Agents, recommendation systems, NLP, and predictive models.

AI/ML Engineering

Building intelligent systems with PyTorch, LangGraph, LangChain, N8N, Scikit-learn, and LLM APIs. Specializing in AI Agents, recommendation systems, NLP, and predictive models.

Data Science

End-to-end data pipelines using pandas, NumPy, PowerBI and SQL. Experience with large record datasets and statistical analysis.

Data Science

End-to-end data pipelines using pandas, NumPy, PowerBI and SQL. Experience with large record datasets and statistical analysis.

Photography

Landscape and travel photography. Published on Unsplash with 2M+ views, capturing the world through my lens.

Photography

Landscape and travel photography. Published on Unsplash with 2M+ views, capturing the world through my lens.

Research & Academic Work

Scientific reviewer for CS Department Journal. Published section on ML in Mental Health and Suicide Risk Detection.

Research & Academic Work

Scientific reviewer for CS Department Journal. Published section on ML in Mental Health and Suicide Risk Detection.

Software Development

Full-stack deployment with Docker, Git, Streamlit, and cloud APIs. Built Telegram bots and web applications.

Software Development

Full-stack deployment with Docker, Git, Streamlit, and cloud APIs. Built Telegram bots and web applications.

Teaching & Mentoring

Head TA across 27+ course credit hours. Supervisor & Teacher at Salam High School, Head of Scientific Committee, coordinating seminars and academic events.

Teaching & Mentoring

Head TA across 27+ course credit hours. Supervisor & Teacher at Salam High School, Head of Scientific Committee, coordinating seminars and academic events.

About me

What I build

I build AI systems that turn research into practical tools. My work spans machine learning, large language models, recommender systems, and intelligent automation, with a focus on creating software that solves real problems rather than showcasing algorithms.

my background

My journey combines research, engineering, and education. I've contributed to AI research, mentored hundreds of students as a TA, reviewed academic papers for the department journal, and continuously explore new developments in intelligent systems.

how i work

I believe great software comes from balancing curiosity with engineering discipline. I like exploring new ideas, but I care just as much about clean implementation, maintainability, and building products that deliver real value.

journey

2022 – Present · Computer Science Student with a focus on AI and Machine Learning

2023 – 2026 · Led teaching for programming and data science courses as Head TA

2024 · Conducted research in machine learning and autonomous systems

2025 – 2026 · Reviewed research submissions for the CS Department Journal

Present · Developing practical AI solutions using LLMs, ML, and automation