LLMs & NLP
2025
AI Pipeline for Financial Document Analysis
Built a novel AI pipeline to extract structured ESG and BI data from over 150 unstructured Persian-language financial reports of public companies — a task previously infeasible with manual methods.
★ Outcome
Extracted verified, structured datasets from 150+ companies in days. Enabled ESG and BI analysis that was previously infeasible. Dataset formed the basis of a university research paper on social responsibility compliance.
Python
LangChain
FastAPI
Pydantic
OCR
LLMs
Graph RAG
Pandas
Read case study →Business Intelligence
2025
BI Dashboards & Process Optimization at Rhyton Home
Designed KPI dashboards, automated data pipelines, and refined e-commerce workflows to drive revenue visibility and reduce operational overhead for an Iranian home goods retailer.
★ Outcome
KPI dashboards gave stakeholders real-time ROI visibility. Automation saved approximately 200 staff hours per month. Data integrity standards reduced reporting errors by ~30%.
Power BI
Python
SQL
N8N
BPMN
Pandas
CRISP-DM
Read case study →Education & Research
2025
Teaching Data Science & ML for Business Intelligence
Served as Teaching Assistant for the Data Science and Business Analytics course at University of Tehran — designing workshops, integrating GenAI into student projects, and guiding 40+ teams through real-world data projects.
★ Outcome
Noticeable improvement in student project outcomes. 40+ teams successfully completed end-to-end data projects. Curriculum module on GenAI integration adopted into course structure.
Python
Pandas
Scikit-learn
Power BI
LLMs
Jupyter
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