based in Tripoli  ·  open to work

Asil Mokhtar

>  _

Oil & gas systems meet intelligent automation.

Python  ·  LLMs  ·  PostgreSQL  ·  n8n  ·  Power BI

GitHub ↗ LinkedIn ↗ Email ↗
// about.md
05+ years in oil & gas
02 PETGO roles
LY based in Tripoli

Bridging oil & gas operations and intelligent systems.

I design and build data infrastructure, automation workflows, and AI-powered tools for the energy sector. At PETGO — Libya's national oil company — I've shipped production forecasting models, multilingual LLM agents, and operational platforms that reduce manual work across engineering and management teams.

My background spans PostgreSQL databases, Python pipelines, n8n orchestration, Power BI reporting, and voice AI — applied to real problems in a domain where precision and reliability matter.

Download CV ↗
// experience.md
PETGO — National Oil Company of Libya

Digital Transformation
Engineer

2024 – Present
  • Built ML well production forecasting model — reduced estimation error across 40+ wells
  • Deployed LLM-based database agent with Arabic & English NLP for field data queries
  • Developed voice AI agents enabling hands-free operations in field environments
  • Delivered Power BI dashboards for executive reporting across 5 operational units
PETGO — National Oil Company of Libya

IT & Digital Solutions
Engineer

2022 – 2024
  • Built digital permit platform replacing paper-based approval workflows
  • Developed talent evaluation platform standardizing HR assessment processes
  • Designed star-schema data models and ETL pipelines for analytics infrastructure
  • Managed PostgreSQL and MongoDB databases for core operational systems
// skills.md
// data_ml
data cleaning & preprocessing EDA linear regression model evaluation production forecasting feature engineering data visualization ETL/ELT pipeline design data modeling star schema data quality & lineage
// ai_agents
LLM-based agents prompt engineering voice agents RAG semantic search NLP (Arabic & English)
// databases
PostgreSQL MongoDB Supabase Qdrant Redshift vector databases
// orchestration
n8n Apache Airflow dbt API integrations workflow scheduling
// cloud_devops
Docker CI/CD pipelines AWS S3 AWS Glue AWS Redshift Linux / VPS
// bi_tools
Power BI Excel Jupyter Notebooks
// web_dev
Next.js React REST APIs internal dashboards
// programming
Python JavaScript / TypeScript SQL C#
// projects.md
ML Forecasting

ML Well Production Forecasting

Predicts well output from historical sensor data. Reduced estimation error across 40+ producing wells.

Python · scikit-learn · PostgreSQL · Power BI

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LLM DB Agent

LLM Database Agent

Natural language interface for operational databases in Arabic and English. No SQL required for field engineers.

Python · LangChain · PostgreSQL · Qdrant

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Voice AI

Voice AI Agents

Hands-free voice interface for field operations. Spoken commands retrieve data and log reports.

Python · Whisper · TTS · n8n · REST APIs

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Digital Permit

Digital Permit Platform

Replaced paper-based work permit approvals. Cut processing time from days to hours across operations.

Next.js · PostgreSQL · REST APIs · Docker

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Talent Eval

Talent Evaluation Platform

Structured HR assessment tool for skills evaluation and reporting. Standardized hiring across departments.

React · PostgreSQL · Python · Power BI

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Power BI

Power BI Dashboards

Executive reporting dashboards for production, finance, and HR. Live data with automated refresh cycles.

Power BI · DAX · SQL · ETL · Redshift

View details ↗
// contact.md

Let's work together.

aseeldayem16@gmail.com Tripoli, Libya
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