Projects

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 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.

Tiny Rafeeq (Caregiver Platform - Playdate Connecting)

2025

A caregiver-facing app 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

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.

• - Built 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 its unique social purpose.

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.

University Admissions Advisor (Rule-based Neuro-Symbolic Tool)

2025

A guidance platform that blends human expertise 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

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 as well as multi-language support, that offered structured insights advised by professionals in the field

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