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Fresh graduate, available for hire

Software engineer building intelligent, well-crafted products

I'm a Computer Software Engineering graduate from UET Mardan. I fine-tune language models, build NLP and computer vision pipelines, and turn them into polished, cross-platform Flutter apps.

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Muhammad Abbas

Based in

Mardan, KPK, Pakistan

0
AI / ML & Flutter projects
0
Certifications
0
Languages spoken
0
Industry internship
About

The person behind the code

I'm a fresh Computer Software Engineering graduate from UET Mardan, and I work at the intersection of AI and product. That's meant fine-tuning transformer models and building NLP pipelines for my final-year project and coursework, and — through a hands-on internship — shipping real features in a production Flutter codebase.

I care about building things that actually work end to end: a model is only useful once it's wired into an app someone can open and use. That thread runs through everything below, from an exam-grading system that pairs a vision-LLM OCR pipeline with a semantic scoring engine, to scrapers that feed a live news feed rendered in real time.

I'm based in Garhi Kapura, Mardan, and open to remote roles worldwide, as well as on-site positions across Pakistan.

Relevant coursework

Data Structures & Algorithms Object Oriented Programming Design & Analysis of Algorithms Deep Learning Introduction to Data Analytics
UniversityUET Mardan
DegreeBSc CSE, Oct 2022 – Jun 2026
LocationMardan, KPK, PK
Phone+92 310 9553696
LanguagesEnglish · Urdu · Pashto
Emailabbas17299@gmail.com
Skills

What I bring to a team

Six areas I work in regularly, spanning research-adjacent ML work and shipped mobile products.

AI / ML

Model training, fine-tuning, evaluation and vision-LLM pipelines.

Model trainingFine-tuningLLMsVision modelsKaggle GPU

NLP & Transformers

RAG pipelines, semantic scoring and text classification.

RAGBERTScoreSentence-TransformersXLM-RoBERTa

Computer Vision

Object detection and vision-LLM OCR for document understanding.

YOLOOpenCVVision-LLM OCR

Flutter / Dart

Cross-platform apps with MVVM architecture and cloud backends.

FlutterDartFirebaseSQLMVVMProvider

Scraping & APIs

Python scrapers feeding cached, low-latency backends.

PythonBeautifulSoupFastAPIAWS

Agents & Tools

Agentic systems, vector stores and tool-use pipelines.

LangChainLangGraphChromaDBGit
Experience

Where I've worked

Flutter Developer Intern — Logic Loomer

App development internship
  • Built and maintained features for a production Flutter application, working within an existing MVVM codebase.
  • Integrated Firebase and REST-based data sources into the app's UI and state management layer.
  • Worked alongside a development team on code reviews, version control workflow and iterative feature delivery.
Projects

Things I've shipped

Four core builds — AI/ML backends paired with Flutter frontends — plus more experiments on GitHub.

NLP · Mar – Apr 2026

CLO Generator

Generates Course Learning Outcomes and skill sets from uploaded PDF/Word content using Phi-3 Mini and Facebook BART-large-MNLI, aligned to Bloom's Taxonomy via a python-docx and pdfplumber extraction pipeline.

View repository ↗
NLP · 2026

Urdu Abusive Language Detection

XLM-RoBERTa fine-tuned on 33,670 Urdu sentences, with OpenAI Whisper for live speech-to-text and a Streamlit dashboard supporting text, mic and batch modes. Trained on Kaggle GPU.

View repository ↗
Vision

Object Detection

End-to-end detection pipeline using a YOLO-based architecture to localise objects in real images with real-time inference.

View repository ↗
Flutter

Quiz App

Interactive quiz application with score tracking, question categories and result summaries across Android and iOS.

View repository ↗
Flutter

Quotes App

Inspirational-quotes app with clean UI, category filters, share functionality and smooth animations throughout.

View repository ↗
GitHub

More on my profile

Additional experiments and coursework projects beyond the six featured here.

View all on GitHub ↗
Education

Academic background

2022 — 2026

BSc Computer Software Engineering

University of Engineering and Technology, Mardan, KPK

Internship

Flutter Developer Intern — Logic Loomer

App development in an industry setting

2020 — 2022

FSc, Pre Engineering

Pakistan Education Foundation, Peshawar, KPK

Certifications

Click any to view

Contact

Let's build something great

Open to full-time roles, freelance work and collaborations.

LinkedInmuhammad-abbas-flutterdev
GitHubAbbas11222

Download my CV

Full résumé with experience, skills, projects and certifications.