Looking for a job

Melika User

@melikauser

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I build data pipelines, dashboards, and AI models that turn complex data into decisions.

Iran

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What I'm looking for

I'm looking to apply data analytics, statistical inference, and machine learning to real business problems, building reliable data pipelines, dashboards, and AI solutions while continuing to grow in NLP and deep learning.

I build data pipelines, dashboards, and analytical models that turn sales, customer, and research data into actionable insights.

At Behin Bazaar Marketing Agency, I built and maintained 10+ Metabase dashboards for real-time sales KPI monitoring, designed an analytical database, and automated ETL pipelines with SQL and Python. I also improved data quality through validation and cleansing to support reliable reporting and business decisions.

My AI research spans loss aversion in large language models at the University of Warwick and NLP work at the IUST NLP Lab. I developed RAG pipelines for chest X-ray report generation, curated clinical datasets to reduce hallucinations, and built deep learning models for multi-turn visual dialogue.

I'm a Computer Engineering graduate from IUST and former teaching assistant in AI, deep learning, database design, programming, software engineering, and operating systems. I enjoy combining statistical inference, machine learning, and clear data storytelling to solve practical problems.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

Behin Bazaar Marketing Agency

Built and maintained 10+ Metabase dashboards for real-time sales KPI monitoring and reporting. Designed and implemented an analytical database, optimizing the data model for reporting and analytics.

Metabase SQL Python ETL Data Modeling Data Quality Data Analysis

Collaborative AI Research

University of Warwick

Jun 2025 - Dec 2025 (6 months)

Analyzed the impact of framing on LLM behavioral patterns and internal embeddings, exploring intersections between AI and human decision-making.

Large Language Models Behavioral Analysis Embeddings Research

Natural Language Processing Research Assistant

IUST NLP LAB

Jan 2023 - Jan 2025 (2 years)

Developed a RAG pipeline for chest X-ray reports, curating clinical datasets and utilizing LLMs to minimize hallucinations. Built deep learning models for multi-turn conversations, managing large-scale data preprocessing and annotation.

RAG LLM Deep Learning data preprocessing Annotations Python

Teaching Assistantship

IUST School of Computer Engineering

Jan 2021 - Jan 2025 (4 years)

Assisted in courses including Deep Learning, Artificial Intelligence, Database Design, Discrete Mathematics, Programming, Software Engineering, and Operating Systems.

Teaching Deep Learning AI Database Design Discrete Mathematics Programming Software Engineering Operating System

Education

Degrees, certifications, and relevant coursework

Iran University of Science and Technology

Bachelor of Science, Computer Engineering

2020 - 2025

B.Sc. in Computer Engineering from Iran University of Science and Technology, with coursework in database design, statistics, deep learning, and NLP.

Quera College

Task-Oriented Bootcamp in Data Analysis, Data Analysis

Completed a Task-Oriented Bootcamp in Data Analysis.

Coursera

Deep Learning Specialization, Deep Learning

Completed the Deep Learning Specialization offered by DeepLearning.AI.

Coursera

Natural Language Processing Specialization, Natural Language Processing

Completed the Natural Language Processing Specialization offered by DeepLearning.AI.

University of California, San Diego

Data Structures and Algorithms Specialization, Computer Science

Completed the Data Structures and Algorithms Specialization, including courses on algorithmic toolbox, data structures, algorithms on strings, and algorithms on graphs.