Open to work · Available for freelance

Muhammad Sawaiz

AI Engineer | Machine Learning & NLP

I design and ship production AI systems for multilingual translation, speech transcription, document intelligence, and structured reporting — including air-gapped deployments. Stack includes Python, Django / FastAPI, Whisper, NLLB, RAG, and Next.js.

About

AI Engineer focused on offline-ready, production ML systems

I'm Muhammad Sawaiz — an AI Engineer and full-stack Python developer specializing in machine learning, NLP, and generative AI. I design and ship end-to-end pipelines with Django, FastAPI, Whisper, NLLB, and RAG for real production use.

My niche is air-gapped and self-hosted AI: translation, transcription, document intelligence, and structured reporting that run reliably without depending on public cloud APIs.

Languages: English · Urdu · Punjabi

Contact meGitHubResume
3+
AI products led
4+
Years shipping AI systems
95%+
RAG retrieval accuracy
25–40%
LLM metric gains

Skills

Core focus on AI/ML systems and Python backends — supporting tools available on request

AI / ML / NLP
LLMs & Generative AI
RAG & Agentic Workflows
PyTorch
Hugging Face / Transformers
Whisper / Faster-Whisper
NLLB Translation
OCR / Document AI
Ollama
Faiss / ChromaDB
Backend
Django
FastAPI
Flask
Celery
RabbitMQ
Languages
Python
JavaScript
TypeScript
HTML5
CSS3
Frontend
React.js
Next.js
Tailwind CSS
Bootstrap 5

Projects

Selected systems in offline translation, document intelligence, and local speech analysis

Transapp UI mockup showing offline translation and transcription workspace

Transapp

Offline translation, transcription, and briefing platform for air-gapped environments.

Source code
StrataMind UI mockup showing document intelligence chat with citations

StrataMind

Self-hosted document intelligence (RAG) with hybrid retrieval, citations, and OCR.

Source code
AI Audio Analyst UI mockup showing waveform transcription and export options

AI Audio Analyst

Local speech-to-text and structured analysis with summaries and speaker labeling.

Source code
Portfolio homepage mockup for Muhammad Sawaiz AI Engineer site

Portfolio

Personal portfolio for AI engineering work in ML, NLP, and offline production systems.

Source code Live

More work on GitHub

Experience

  • Artificial Intelligence Engineer @Horizon Tech Services Pvt. Ltd.

    July 2022 - Present | Onsite

    Led 3+ AI products for translation and media processing. Built pipelines handling 1,000+ concurrent requests (30% faster), fine-tuned LLMs with 25–40% metric gains, and shipped RAG systems with 95%+ retrieval accuracy for production and air-gapped deployments.

  • WordPress Developer @Deviance Technology

    August 2020 - July 2022 | Remote

    Customized 15+ WordPress themes and plugins. Delivered 10+ SEO-optimized websites with payment integrations and client-focused feature work.

Education

  • MS in Computer Science @Riphah International University

    2021 | Pakistan

    Graduate studies in computer science with focus on software systems and applied computing.

  • BS in Computer Science @University of Sargodha

    2017 | Sargodha, Pakistan

    Undergraduate foundation in algorithms, software engineering, and computer systems.