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Ismail A.

Prompt Engineer · Mid-Level

Australia · Rate on request

Professional Overview

Specialising in LLMs, GenAI, and backend AI development. Experienced in building AI apps with Python, FastAPI, Docker, Git, SQL, Hugging Face Transformers, PyTorch, and cloud technologies. Skilled in prompt engineering, RAG pipelines, LLM evaluation, structured outputs, and AI workflow automation

Experience

Company
Arcanite Research
Sep 2024 – Nov 2025
Role title
AI Engineer

AI Expertise

NLP & Prompt Engineering Automation & AI Workflows

Skills

Python PyTorch NumPy Pandas Prompt Engineering

Employment Type

Contract

Description of Responsibilities

  • Built an end-to-end workflow for explainable suburb-level forecasting.
  • Analysed 36-month trends and 100+ features driving price and rent forecasts.
  • Automated data preparation for stakeholder-facing forecast narratives.
  • Built a scalable Google Cloud prototype for explainable AI.
  • Developed Python workflows for feature interpretation and AI explanations.
Company
DAM Group
Nov 2023 – Mar 2026
Role title
Data Analyst

AI Expertise

Data Science & Analytics Automation & AI Workflows

Skills

Python SQL Azure Statistics Power BI ETL Databricks Pandas

Employment Type

Full-time

Description of Responsibilities

  • Developed Power BI dashboards tracking KPIs across sales, operations, and custom
  • Supported Azure data projects using ADF, Azure SQL, Synapse, DevOps, and Databri
  • Assisted with ETL pipelines for data ingestion, cleansing, validation, and integ
  • Automated reporting with Python and SQL, saving 2–4 hours per reporting cycle.
  • Supported LLM workflows, prompt engineering, and AI-powered reporting automation

Areas of Expertise

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

Data Science & Analytics

Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.

Open to

Contract Freelance

Experience Level

Mid-Level

Current location

Australia

Time Zone

Sydney UTC+11

Primary Work Language

English

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