Hello, I'm
Daniel Ferreira
Learning. Prototyping. Building.
I design and deploy practical generative AI systems using Python, LangChain, and PyTorch, with recent work on a RAG-powered chatbot. I'm looking to join a team where I can push real-world AI applications forward.
United Kingdom
ToolkitSkills
Tools I reach for regularly.
Skills
Tools I reach for regularly.
Languages
Frameworks & Packages
Databases
Developer tools
Selected WorkProjects
Examples of how I ship machine learning and software projects.
Projects
Examples of how I ship machine learning and software projects.
Conway's Game of Life
Apr 2025 – Jun 2025- Web-based implementation of Conway's Game of Life with modern UI
 - Multiple rule sets beyond the standard Conway rules
 - Pattern library with classic structures
 - Real-time simulation with adjustable speed
 - Data visualisation of population metrics
 - Customisable grid colours and appearance
 
TypeScriptReactTailwind CSSAi-Powered Academic Research Assistant
Jul 2023 – Mar 2024- Collaborated closely with a team of 3 other members to develop an artificial intelligence (AI) research assistant built using Python to automate data retrieval, thereby increasing research productivity in computer science
 - Improved the LongT5 model's ability for summarization by fine-tuning it on a 1,000-row dataset of computer science research papers
 - Implemented document scraping, machine learning, and NLP techniques for comprehensive information retrieval, data analysis, and summarization, resulting in efficient processing of large volumes of data
 
PythonLongT5LangChainMilvusFake News Detection
Sep 2023 – Nov 2023- Utilised the Streamlit web framework to build a real-time fake news detection app.
 - Implemented a machine learning model for text classification using the LinearSVC algorithm, trained on a dataset of 44,898 articles, enhancing detection accuracy up to 98.39%
 - Used PySpark for analysis and matplotlib for graph visualization.
 
PythonStreamlitPySparkscikit-learnRecipe App using Flutter
Jul 2022 – Dec 2022- Designed and developed a recipe management app using the Flutter framework, enhancing user experience through intuitive UI/UX design
 - Implemented Cloud Firestore as a scalable NoSQL database to store recipe data, user carts, and order tracking information, resulting in improved app performance and scalability
 - Integrated RazorPay as a payment gateway solution, enabling users to seamlessly purchase recipe ingredients directly through the app, enhancing user convenience and transaction efficiency Features: 1. Add their recipes 2. View recipes uploaded by other users 3. Purchase any ingredients from the recipe screen 4. View the ingredients added to the cart 5. View the Order history after their purchase 6. Favorite recipes made by other users
 
FlutterFirebaseCloud FirestoreRazorPayPlacement Prediction
Mar 2022 – Apr 2022- Leveraged a Decision Tree model, trained on student data, to achieve an 88.2% accuracy in placement prediction
 - Designed and built a Placement Prediction System to analyze student data and predict their placement chances
 - Integrated machine learning with a MySQL database for user authentication, ensuring secure and efficient data handling
 
PythonDecision TreeMySQLFidget Tap
- Developed using Flutter framework to create robust and user-friendly mobile application.
 - Utilized the SharedPreferences API to store user setting and scores.
 - Implemented Material 3 (Material You) design to create more visually appealing application.
 
FlutterSharedPreferencesMaterial 3
Validated ExpertiseCertifications
External signals that back the work I do.
Certifications
External signals that back the work I do.
Hugging Face
Gradio Agents & MCP Hackathon 2025
Issued Jun 2025
Credential ID: GRADIO2025-7E3AA736
Microsoft
Microsoft Certified: Azure AI Fundamentals
Issued May 2025
View credentialMeta
Meta Back-End Developer Specialization
Issued Dec 2023
Credential ID: 98E6953LKYWE
View credentialUdemy
Flutter & Dart - The Complete Guide
Issued Sep 2022
Credential ID: UC-8f1c1be5-bd66-4e10-a92e-5e8568e68323
View credential
FoundationsEducation
Academic experiences that guide my perspective.
Education
Academic experiences that guide my perspective.
Sep 2024 – Sep 2025
University of Leeds
Master's degree in Advanced Computer Science
Dec 2021 – Jun 2024
St. Francis Institute Of Technology
Bachelor of Engineering - BE
Aug 2018 – Aug 2021
Pravin Patil College of Diploma Engineering & Technology
Diploma in Information Technology