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Hello, I'm

Aarya
Shah

AI / ML Engineer | LLM Evaluation & AI Agents | Python • Generative AI • Data Pipelines | MSc Advanced Computer Science @ University of Liverpool

Building intelligent systems that solve real-world problems — from predictive models to scalable web solutions, with a passion for AI-driven innovation.

Aarya Shah
MSc Computer Science University of Liverpool
📄
2 Published Research Papers
⚖️
2 Government-Registered Copyrights
💼
4+ Industry Internships
☁️
3 Professional Certifications

Curious mind,
thoughtful builder

I build applied AI systems across LLM evaluation, AI agents, machine learning, and data analytics. I am currently completing an MSc in Advanced Computer Science at the University of Liverpool, with hands-on industry experience developing AI, automation, and data-driven solutions.

Most recently, I worked on an AI project with the University of Liverpool × Clyde & Co, developing an LLM evaluation system for legal AI. I built a Flask-based scoring engine, worked with TF-IDF and sentence embeddings, created a data pipeline for a 32-case legal dataset, and helped evaluate how automated scores compared with assessments from a senior lawyer.

At Bibby Marine, I built three AI agents for asset-management use cases and worked with Power BI, ETL queries, semantic data models, and Microsoft Copilot Studio to support analytics, automation, and operational decision-making.

My broader experience includes Python development, SQL, web development, automation, and data analysis, alongside research publications and certifications in Generative AI, Data Science, and AWS Cloud Foundations.

I am particularly interested in opportunities in AI Engineering, Machine Learning, Generative AI, LLM systems, and applied AI where I can build practical systems that solve real business problems.

Machine Learning Data Science Python AI Research Web Development AWS

Work Experience

MSc Project (Clyde & Co x University of Liverpool)
⚖️ Clyde & Co — Liverpool, UK · Remote
Jun 2026 – Present
  • Developed and evaluated an LLM-based legal AI system for a global law firm, focusing on the correctness, completeness, and consistency of AI-generated legal answers.
  • Built a Flask-based scoring engine and lawyer evaluation portal to support structured assessment of model responses.
  • Implemented TF-IDF and sentence-embedding techniques to measure consistency across AI-generated legal answers.
  • Built a data pipeline to collect, clean, structure, and curate a 32-case legal dataset for model evaluation.
  • Validated automated model scores against assessments from a senior lawyer using statistical correlation methods, helping assess the reliability of the evaluation approach.
AI and Analytics Intern
🚢 Bibby Marine · Internship — Liverpool, UK · On-site
Jul 2026 – Aug 2026
  • Designed and built three AI agents for asset management, combining real-time information retrieval with backend calculation logic to support operational decision-making.
  • Developed and maintained Power BI reports, ETL queries, and semantic data models for asset-management reporting and analytics.
  • Investigated and resolved data-quality and calculation issues within Power BI datasets and reports, improving the accuracy and reliability of business information.
  • Built and deployed AI-powered automation agents using Microsoft Copilot Studio, helping automate workflows and information retrieval.
  • Worked with business and technical data to translate operational requirements into practical AI, analytics, and automation solutions.
IT Developer Intern
🚚 Quickline Logistic — Liverpool, UK
Apr 2026 – Present
  • Acted as a liaison between development teams and business stakeholders, ensuring clear communication of requirements and deliverables.
  • Gathered and analysed software requirements to support system improvements.
  • Assisted in project management activities including task tracking and coordination.
  • Supported system testing and quality assurance processes to ensure reliability.
  • Prepared documentation and reports for technical and non-technical audiences.
Hospitality Staff
🔴 LFC Foundation — Liverpool, UK
Mar 2026 – Present
Contributing to community-focused events and operations at the Liverpool Football Club Foundation while continuing postgraduate studies.
Web Developer & SEO Specialist
🌿 Oregano Brandworks — Mumbai, India
Sep – Dec 2025
  • Implemented SEO strategies including keyword research, on-page optimisation, and performance improvements for client websites.
  • Converted brand requirements into functional, user-friendly responsive web solutions in collaboration with design teams.
  • Managed client coordination and supported timely delivery of digital and branding projects.
Python Developer (ML & Automation)
⚙️ Aeon Engineering Solutions — India
Jul – Sep 2024
  • Developed Python-based automation scripts and data processing pipelines for engineering workflows.
  • Built and tested predictive models to support engineering operations and efficiency improvements.
Web Developer
💊 Macleods Pharmaceuticals Ltd. — India
Dec 2023 – Jan 2024
  • Built and maintained internal web interfaces for pharmaceutical operations.
  • Optimised SQL queries and integrated front-end with back-end systems for improved data workflows.
Python Developer
🤖 Claidroid Technologies OY — India
Jun – Jul 2023
Developed Python applications and data-driven tools during an intensive internship at an AI-focused technology company.
Creative Coordinator
🎓 Students' Council, KJSIT
Dec 2021 – Jan 2024
Led creative initiatives and coordinated events as part of the student council for over two years, developing leadership and teamwork skills.

Skills & Technologies

🐍
Programming
Python & JavaScript
PythonJavaScriptSQLHTML/CSS
🤖
AI / Machine Learning
ML & Deep Learning
Scikit-learnXGBoostTensorFlowNLP
📊
Data Science
Data Analysis
PandasNumPyMatplotlibJupyter
🌐
Web Development
Full-Stack Web
ReactDjangoFlaskREST APIs
☁️
Cloud & Tools
AWS & DevTools
AWSGitOracle CloudVS Code
🔍
Digital Marketing
SEO & Web Ops
SEOResponsive DesignAnalytics

Featured Projects

🌐
Regional Language YouTube Summarization

An NLP-based system that extracts transcripts from YouTube videos and generates concise summaries in multiple languages including English, Hindi, Marathi, and Gujarati — supporting regional and low-resource language understanding.

PythonNLPYouTube APITransformers
🗣️
Text Summarization in Marathi

A Machine Learning based text summarization system for Marathi — a low-resource language — designed to generate concise summaries from long regional language documents.

PythonNLPNLTKTransformers
🧮
KJSIT Accreditation Calculator

A software tool using HTML, CSS, JavaScript, MySQL, and PHP to automate the accreditation process and enhance institutional efficiency — reducing manual effort by 40% through integrated automation and optimisation.

HTMLCSSJavaScriptMySQLPHP
🎗️
Breast Cancer Diagnosis

A machine learning project that predicts breast cancer diagnosis using medical data and classification models built with Python and Scikit-learn — supporting early clinical detection.

PythonScikit-learnPandasML
♿
Guide Book for Specially Abled

A web-based guide book for specially abled users with speech-to-text and text-to-speech functionality, powered by the Web Speech API for enhanced accessibility and inclusivity.

HTMLWeb Speech APIJavaScriptAccessibility
🌆
Mumbai Guidebook

A responsive web-based guide to Mumbai featuring hotels, food, shopping, and tourist attractions — built with HTML, CSS, JavaScript, Bootstrap, and Firebase authentication.

HTMLCSSJavaScriptBootstrapFirebase
🏥
Multiple Disease Prediction

A machine learning web application that predicts multiple diseases — Diabetes, Heart Disease, and Parkinson's — using trained ML models and medical datasets, with a clean web interface.

PythonScikit-learnFlaskML
💉
Diabetes Prediction

A live web application that uses machine learning models to make predictions based on user input — featuring a simple, clean interface with a landing page, input form, and result pages.

PythonMLFlaskHTML/CSS
⬡ View All Repositories on GitHub

Education

🎓
MSc Advanced Computer Science
University of Liverpool, UK
January 2026 — Present
Machine LearningAIData Science
🏫
BTech, Computer Engineering
K. J. Somaiya Institute of Technology, Mumbai
2021 — 2025
PythonWeb DevAlgorithms

Research Papers

📄
Marathi Text Summarization — NLP Review
Comprehensive review of NLP summarization techniques for the Marathi language. Published in an international journal.
📄
Multi-Disease ML Prediction
Comparative evaluation of predictive models for kidney disease, lung cancer & heart disease. Published research paper.
📄
Diabetes Prediction using Machine Learning
Published paper on early diabetes prediction leveraging XGBoost and ensemble machine learning models.

Patents & Copyrights

⚖️
Software Copyright: KJSIT Accreditation Calculator
Government-registered software copyright for academic accreditation tooling built for KJSIT.
⚖️
Software Copyright: Academic Calculator v1.0
Government-registered academic utility software copyright for student grade and performance calculation.

Achievements & Certifications

☁️
Oracle Cloud Infrastructure 2025 — Generative AI Professional
Certified in GenAI tools and Oracle's cloud AI infrastructure.
🔬
Oracle Cloud Infrastructure 2025 — Data Science Professional
Certified in data science workflows on Oracle Cloud.
⚡
AWS Academy Graduate — Cloud Foundations
Completed AWS Academy's Cloud Foundations programme.

Let's Connect

Whether it's a collaboration, research opportunity, or just a hello — I'd love to hear from you.