Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Dedicated software engineer bridging backend engineering, machine learning, data science, and generative AI into systems that ship in real production environments. Hands-on experience designing data pipelines, building AI-powered applications, automating workflows, and delivering cross-platform integrations. Built REST APIs and full-stack platforms used under production load, including video scoring and transformation services (OCR, face detection, YOLO), custom CUD A-accelerated vehicle damage and repair cost estimation, and RAG-based chat systems. Also delivered scalable NLP improvements with modular services and CI/CD to ship integrations quickly.…Dedicated software engineer bridging backend engineering, machine learning, data science, and generative AI into systems that ship in real production environments. Hands-on experience designing data pipelines, building AI-powered applications, automating workflows, and delivering cross-platform integrations. Built REST APIs and full-stack platforms used under production load, including video scoring and transformation services (OCR, face detection, YOLO), custom CUD A-accelerated vehicle damage and repair cost estimation, and RAG-based chat systems. Also delivered scalable NLP improvements with modular services and CI/CD to ship integrations quickly.

Ammar Daruger

Full Stack Developer, AI Engineer, Data Scientist, +2





Dedicated software engineer bridging backend engineering, machine learning, data science, and generative AI into systems that ship in real production environments. Hands-on experience designing data pipelines, building AI-powered applications, automating workflows, and delivering cross-platform integrations. Built REST APIs and full-stack platforms used under production load, including video scoring and transformation services (OCR, face detection, YOLO), custom CUD A-accelerated vehicle damage and repair cost estimation, and RAG-based chat systems. Also delivered scalable NLP improvements with modular services and CI/CD to ship integrations quickly.…Dedicated software engineer bridging backend engineering, machine learning, data science, and generative AI into systems that ship in real production environments. Hands-on experience designing data pipelines, building AI-powered applications, automating workflows, and delivering cross-platform integrations. Built REST APIs and full-stack platforms used under production load, including video scoring and transformation services (OCR, face detection, YOLO), custom CUD A-accelerated vehicle damage and repair cost estimation, and RAG-based chat systems. Also delivered scalable NLP improvements with modular services and CI/CD to ship integrations quickly.

Available to hire

Dedicated software engineer bridging backend engineering, machine learning, data science, and generative AI into systems that ship in real production environments. Hands-on experience designing data pipelines, building AI-powered applications, automating workflows, and delivering cross-platform integrations.

Built REST APIs and full-stack platforms used under production load, including video scoring and transformation services (OCR, face detection, YOLO), custom CUD A-accelerated vehicle damage and repair cost estimation, and RAG-based chat systems. Also delivered scalable NLP improvements with modular services and CI/CD to ship integrations quickly.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

Urdu

Advanced

Gujarati

Advanced

English

Advanced

Arabic

Advanced

Work Experience

Freelance Software Engineer / MLE Engineer at Independent

February 1, 2026 - Present

Built an adaptive video conversion scoring platform (FastAPI service) that scores source video quality using OCR, ASR, face detection, and YOLO tracking. Implemented auto-cropping into multiple social-media variants with dynamic cropping, language dubbing, and subtitle generation. Developed a vehicle classification and damage detection system for a Saudi Arabian market client using a custom CUDA-trained model to classify car make/model, detect damage, and generate repair cost estimates. Delivered as a FastAPI service for integration in downstream applications.

Freelance Software Engineer / MLE Engineer at Independent (remote client work)

February 1, 2026 - Present

Delivered an adaptive video conversion scoring platform via FastAPI. Scored source video quality using OCR, ASR, face detection, and YOLO tracking, then auto-cropped into multiple social-media variants with dynamic cropping, language dubbing, and subtitle generation. Built a vehicle classification and damage detection system for a Saudi Arabian market client using a custom CUDA-trained model to classify make/model, detect damage, and generate repair-cost estimates, served via FastAPI.

AI Software Developer / Part-Time at IntelliCore Technologies

February 1, 2024 - December 1, 2025

Enabled scalable AI deployment by designing modular Python backend services, reducing integration effort by ~30%. Improved NLP accuracy by fine-tuning classification and sentiment models (targeting ~15% gains) and grounding LLM outputs in domain data using RAG components. Containerized services with Docker/Kubernetes and automated CI/CD (build-to-release in days to hours). Shipped REST APIs integrating model-to-application workflows.

AI Software Developer (Part-Time) at IntelliCore Technologies

February 1, 2024 - December 1, 2025

Enabled scalable AI deployment by designing modular Python backend services, reducing integration effort by ~30%. Improved NLP accuracy by ~15% through fine-tuning classification and sentiment models, and grounded LLM outputs on domain data via RAG components. Containerized services with Docker/Kubernetes and automated CI/CD to ship REST APIs from model to app integration within days to hours.

AI Software Developer (Part-time) / Master student at IntelliCore Technologies

February 1, 2024 - December 1, 2025

Enabled scalable AI deployment by designing modular Python backend services, reducing integration effort by ~30%. Improved NLP accuracy by ~15% through fine-tuning of classification and sentiment models; grounded LLM outputs in domain data using RAG components. Containerized services with Docker/Kubernetes and automated CI/CD (build → release) to ship REST APIs with model-to-app integration from days to hours.

Full Stack Developer at Contour Software Ltd

February 1, 2022 - June 1, 2023

Delivered a real estate platform for hundreds of current users using AngularJS for the frontend and .NET for the backend. Reduced average API latency by a quarter with high-performance REST services. Sped up core workflows by ~20% by optimizing business logic and queries; contributed to CI/CD pipelines and integrated Power BI dashboards.