A modular, multilingual, and multimodal Retrieval-Augmented Generation (RAG) system tailored for the financial analysis of Public Investment Fund (PIF) annual reports.

misinformation detecting web app - extension tool for Hack2Skill Google Cloud Hackathon

Estimate SBHP in gas wells

AgriTech - Smart Agricultural Management Platform with AI-powered plant disease detection, crop recommendations, weather analysis, market prices, government schemes, and task management for farmers. Built with React, Node.js, FastAPI, and TensorFlow Lite.

LedgerLens is a full-stack, tamper-evident research notebook built with FastAPI, SQLModel, React, and Tailwind. It ensures data integrity using SHA-256 hash chaining, supports file attachments, real-time verification, Dockerized deployment, and includes tests with CI for reliability.

CookConnect is a React.js and Django-based web app for discovering, sharing, and managing recipes, deployed on AWS. It leverages AWS S3 for storage, EC2 for hosting, CloudFront for content delivery, a custom VPC for networking, and PostgreSQL as the database. Built using Django REST Framework and React Vite.

Investigative narrative dashboard for semantic search, trend analysis, topic clustering, and network exploration over social media datasets.

AI Tech Assignment

Air-write with your finger. MediaPipe tracks, the canvas goes to Gemini Vision, which reads and responds in one step.

Have you ever suffered from forgetting your deadlines? Can't check your to-do list properly but still check your email? MeMail attempts to solve this by creating a reminder system where users simply add their reminders and it will schedule an email to be sent at the specified time and date.

Wote - AI-powered Ghana Sign Language learning & competitive gaming (Telegram bot + web frontend + ML pipeline) — built for UNICEF Startup Lab (3rd Place, Best AI Implementation).

This isn't just a "Hello World" project. It is a production-ready blueprint. Most starters focus on just the language. This kit bridges the gap between basic syntax and enterprise-level architecture, covering everything from linear regression in PyTorch to high-throughput data pipelines in PySpark—all while maintaining a clean, scalable full-stack

A semantic search engine for X-ray images supporting text queries and reverse image search, powered by OpenAI CLIP.

Developed an AI-powered recipe generator leveraging Gemini LLM and structured reasoning methods (CoT, ToT, ReAct). Includes voice-based queries, semantic answer evaluation, and persistent result/history storage via a FastAPI backend and React frontend.

Test Task

HealthAtlas automates the validation and enrichment of healthcare provider data using AI and multiple trusted data sources. It verifies provider identities, validates addresses, flags data inconsistencies, and assigns confidence scores — helping organizations ensure data accuracy, compliance, and efficiency while reducing manual verification time.

🤖 Engage your Slack community with Cemil, an AI-powered bot that fosters networking and simplifies feedback through interactive features.