Kwabena Obeng
AI/ML && Software Engineering
Accra, Ghana — 5.6037° N, 0.1870° W
05 / Projects
Projects
Things that are live and being used: an autonomous MCP agent published on PyPI, production platforms serving Ghanaian users, geospatial monitoring from satellite imagery, and a long tail of machine learning and analytics work. Each links out to its repository, package page or running site.
grad-agent
PyPI PackageAn autonomous MCP agent for graduate-school applications, published on PyPI and the MCP registry. It discovers professors from arXiv, anchors each identity to a canonical Semantic Scholar authorId before drafting — refusing to draft when identity cannot be anchored — and fact-checks drafted cold emails in a second model pass against the professors’ own abstracts. Ships as a stdio MCP server for Claude Code/Desktop or a plain CLI, with SOP compilation to PDF, IMAP reply detection, and outcome-based re-ranking. Nothing is sent without review.
Install & Usage
pip install grad-agent # or: pipx install grad-agent / uvx grad-agent server
grad-agent init # writes ~/.grad-agent/{profile.yaml,programs.yaml,.env}
grad-agent sync # scan your projects (GitHub + HF + local)
grad-agent run # one batch; drafts land in your inbox
# Use it as an MCP server in Claude Code:
claude mcp add grad-agent uvx grad-agent serverKyini
Production AppA group-activity platform for Ghana, built for Core Nexus Limited. A host creates an experience — football, padel, a hike, a weekend trip — sets the price per head, and shares it; participants claim slots and pay their share, with WhatsApp handling group coordination. Built with Next.js and Cloudinary, with paid-slot reservation and a host commission model.
QueryAmie
Production AppAdvanced multilingual document analysis platform supporting 160+ languages with comprehensive agentic capabilities. Features include natural language document interaction, voice chat, web search agents, custom data visualization and regression analysis, research assistant agents, and CV analysis tools.
Key Features
Document upload and analysis, voice-enabled queries, intelligent web search, automated data visualization, custom regression modeling, research assistance with citation management.
BBF Deals
Production AppE-commerce platform built for the Ghanaian market: a full storefront with upfront GHS pricing and a WhatsApp-confirmed checkout flow that matches how local buyers actually complete purchases.
Index — More Projects
Farmer-facing mobile app for monitoring, controlling, and planning agricultural machine operations.
Automated forest-cover monitoring for Ghana from Sentinel-2 imagery with RF-DETR object detection.
Retrieval-augmented generation system built for a Deriv.com AI-engineer technical interview.
Recruitment platform providing personalized job-fit assessments and candidate matching using ML.
Corporate site for a data consultancy operating in Ghana and South Africa.
IoT-enabled water quality prediction system using LSTM and Gradient Boosting Models, achieving 96% accuracy for real-time monitoring.
Comprehensive customer sentiment analysis and booking prediction system. Analyzed customer sentiments, booking patterns, and developed predictive models.
Convolutional Neural Network built with TensorFlow for multi-class image recognition with data augmentation and transfer learning.
Comprehensive business intelligence analysis uncovering sales patterns and customer insights using statistical modeling.
Climate data exploration and predictive modeling for weather pattern analysis and forecasting.
Uber data analysis revealing mobility patterns and optimizing transportation efficiency through geospatial analytics.
End-to-end machine learning pipeline for loan default prediction using ensemble methods and feature engineering.