Neuro-Symbolic Legal Contract Analyzer
2025
An AI tool that blends logic-based reasoning with LLMs to make contracts easier to review and trust.
- • Combined symbolic Prolog rules to with generative AI to use the wisdom vaults and deconstruct clauses in accordance with sovereign AI.
- • Designed a transparent reasoning pipeline, so lawyers can see why a clause was flagged
- • Built an interactive web dashboard that highlights liability caps after entering almost any type of legally accepted contract.
- • Click Project Block for Walkthrough.
FlaskReactNode.jsPrologPythonOpenAI APIRustNeo.4j
Tiny Rafeeq (Caregiver Platform - Playdate Connecting)
2025
A caregiver-facingapp that helps children connect through playdates while tracking early childhood milestones.
- • Designed a matching system that pairs families by location, child age, and temperament fit for seamless playdate planning
- • Integrated weekly wrap-ups so parents can monitor growth and receive gentle prompts
- • Accessible User Interface, feeling approachable to caregivers with diverse needs, minimalistic
Svelte/React (various prototypes)Node.jsFlutterPythonMySQL
Wavelength (Spotify Mood App)
2025
A music app, using the Spotify API, that connects people through shared listening habits and generates mood-based playlists from their top tracks.
- • Bult a playlist generator that adapts to your mood using your most-played songs.
- • Designed a matching feature that helps users discover others with similar music tastes
- • Awarded Honourable Mention at the MADDATA 24-Hour Hackathon, recognised for a mixture of it's unique social purpose.
- • Click Project Block for Walkthrough.
Python (ML/NLP)WebSocketsNode.jsFirebaseFlutterSpotify Web API
Digital Twin for Government Official
2025
Built a personalized AI clone to help a government official streamline tasks and engage more effectively with stakeholders.
- • Designed a digital twin trained on the official's past articles, interviews, and conversations to capture his voice and expertise.
- • Conducted in-depth interviews and iterative feedback loops to align the system with his working style.
- • Delivered a Delphi+Python backend, now actively used by the official as part of his workflow.
PythonSQLDelphiTypeScript
University Admissions Advisor (Rule-based Neuro-Symbolic Tool)
2025
A guidance platform that blends human experties and symbolic reasoning with an LLM to recommend university programs worldwide
- • Combined admissions data and knowledge vaults with neuro-symbolic AI to suggest programs aligned with a student's profile
- • Matched users not only on admission likelihood but also on personal interests, and global match
- • Built as a transparent decision applet, showing students why certain programs are and aren't a good match
FlaskReactNode.jsPrologPythonOpenAI APIRustNeo.4j
Project Pinguinus
2022–2024
A digital screening tool that helps caregivers identify potential developmental disabilities through simple questionnaires.
- • Created a questionnaire-based app that flags developmental concerns and suggests clear next steps
- • Designed with a caregiver-first approach, making medical guidance more accessible outside clinical settings
- • Clean accessibility-first UI - Multi-language support, that offered structured insights advised by professionals in the field
JavaMySQLPython
F1 Predictive Racing Telemetry Dashboard
In Progress
A real-time analytics platform backed by Formula 1 telemetry, designed to predict race outcomes and provide insights into driver performance.
- • Training machine learning models on an open racing dataset to forecast lap times, pit stop strategies and tire performance.
- • Focusing on predictive analytics, turning race data into insights that mirror professional F1 race engineering tools.
- • Integrating a what if simulator, allowing users to adjust parameters like tire choice or fuel load and see projected race outcomes
Python (NumPy, Pandas)Node.jsReact.jsMySQLRFlask
