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mansor mansorMM
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mansor mansor

@mansormansor

Data Engineer at Fixefy who built a Dagster pipeline from raw files to enriched data in AWS S3.

Israel
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At Fixefy, I architected and deployed a Dagster pipeline that ingests raw PDF, Excel, and CSV files into a Bronze layer. It applies GCP pre-trained ML model transformations in Silver and OpenCV image processing before storing enriched data in AWS S3.

I also led a MongoSync database synchronization initiative across MongoDB clusters, covering deployment configuration, replication monitoring, and latency optimization.

I'm currently designing and building a RAG-powered AI agent with LangGraph and MCP, connected to internal databases so clients and the operations team can retrieve relevant data through the company's application.

At Avenews-GT, I implemented Python and AWS ETL pipelines that brought data from multiple sources into a centralized warehouse. I also built an Airflow workflow to sync PostgreSQL subscription changes to Zoho CRM, and developed Zoho Analytics dashboards for operational KPIs.

Experience

Work history, roles, and key accomplishments

FI

Data Engineer

Fixefy

Mar 2024 - Aug 2026 (2 years 5 months)

Architected and deployed a data orchestration pipeline using Dagster to automate ingestion of heterogeneous raw files into a Bronze layer, applied ML transformations at the Silver layer, and executed OpenCV-based image processing to deliver clean data to the Gold layer in AWS S3. Led a cross-functional database synchronization initiative using MongoSync for real-time data consistency across MongoD

AV

Data Engineer

Avenews-GT

Aug 2021 - Oct 2023 (2 years 2 months)

Designed and implemented end-to-end ETL pipelines in Python and AWS services, extracting data from multiple sources and loading into a centralized data warehouse. Built a nightly Airflow DAG to sync customer subscription changes from PostgreSQL to Zoho CRM, and managed PostgreSQL databases with schema design and query tuning.

Education

Degrees, certifications, and relevant coursework

Tel Aviv University logoTU

Tel Aviv University

Bachelor of Science, Electrical Engineering and Computer Science

Pursued a Bachelor of Science in Electrical Engineering and Computer Science, with coursework in hardware, software, and information security.

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