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Who I am?

Software engineer with a background in Data Science, focused on backend systems, REST APIs, and agentic AI workflows. Experienced in shipping full-stack products from scratch and owning infrastructure end-to-end — from PostgreSQL query optimization and ETL pipelines to Hetzner deployments and CI/CD. Skilled in Python, Node.js, Docker, and GitHub Actions, with a growing interest in LLM-to-database interaction patterns and workflow-aware agents.

Mohammad Omer
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Experiences
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(May 2026 – Present)

AI/Agent Engineer

Mercurial Minds

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(Aug 2025 – Present)

Co-Founder & CTO

kranesoft.com — B2B ERP SaaS Platform

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(June 2024 – Present)

Co-Founder & CTO

moqah.pk — Event Discovery Platform

Skills
PROJECTS

AgenticRoku — Autonomous Agent Harness

name:'AgenticRoku — Autonomous Agent Harness',
tools: ['Python', 'Playwright],
myRole:AI/Agent Engineer,
Description: Built an agent harness in Python from scratch — reasoning loop, tool registry, hook layer — without an agent framework. Engineered deterministic context compaction that keeps long runs oriented without model-written summaries, and orchestrated typed subagents (designer, author, verifier) through one hooked registry. The agent authors, validates and publishes complete applications end-to-end — three shipped live to a public app store.,
};

kranesoft.com — B2B ERP SaaS

name:'kranesoft.com — B2B ERP SaaS',
tools: ['React', 'Express.js', 'Nginx', 'Docker', 'GitHub Actions],
myRole:Co-Founder & CTO,
Description: Built and shipped a full-stack B2B ERP platform (React, Express.js) from scratch. Led client discovery and iterated on features based on stakeholder feedback. Owned Hetzner infrastructure end-to-end: Nginx, CI/CD pipelines, and security hardening — sustaining 99.8% uptime.,
};

moqah.pk — Event Discovery Platform

name:'moqah.pk — Event Discovery Platform',
tools: ['Node.js', 'Express.js', 'PostgreSQL', 'Docker],
myRole:Co-Founder & CTO,
Description: Designed and maintained RESTful APIs powering Moqah.pk, supporting core platform functionality. Optimized PostgreSQL queries and indexing strategies to improve data retrieval performance at scale. Collaborated with frontend and DevOps teams to ensure secure, reliable data exchange.,
};

Arabic OCR ETL Pipeline

name:'Arabic OCR ETL Pipeline',
tools: ['Python', 'Surya OCR', 'Tesseract],
myRole:Data Engineering Intern,
Description: Built ETL pipelines to extract Arabic numeral data from unstructured sources, enabling structured ingestion. Fine-tuned OCR models (Surya OCR, Tesseract) to improve output reliability across pipeline runs. Initiated a custom training dataset with enforced data integrity for downstream model use.,
};

Audio-Visual Emotion Recognition

name:'Audio-Visual Emotion Recognition',
tools: ['Python', 'OpenCV],
myRole:AI Intern,
Description: Built an audio-visual emotion recognition system deriving behavioral insights from interviewee data. Translated facial emotion mining outputs into stakeholder-ready findings.,
};
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Education
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2021 - 2025

Bachelor in Data Science

National University of Computing and Emerging Sciences

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2019 - 2021

Intermediate of Computer Science (ICS)

Fauji Foundation College for Boys Rawalpindi

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2018 - 2019

O-Levels

Alhuda International School

muhammad01aamir@gmail.com

+92 333 0947626

Islamabad, Pakistan