Overview

We build AI/ML-powered analytics and forecasting platforms that turn your data into predictions and decisions. End-to-end setup for R&D teams, agriculture/biotechnology organizations and data-intensive businesses. WHAT WE DELIVER - Machine learning prediction engine (regression/classification) — with confidence intervals - Python ML service (FastAPI, scikit-learn; R/sommer integration where needed) - Model versioning and experiment tracking (MLflow) - Big data processing (Parquet/DuckDB), CSV/VCF import and data quality checks - Interactive visualizations — distribution, bar, Manhattan/GWAS and PCA charts - AI/LLM interpretation layer (Groq/OpenAI) — explains results in plain language - Management dashboard: predictions, reporting, ranking/selection index - Automated retraining loop and audit trail TECHNOLOGY Fastify, Bun, TypeScript, Drizzle ORM, MySQL · Python, FastAPI, scikit-learn, MLflow · Next.js 16, Tailwind, Shadcn UI · Docker. Dedicated, standalone deployment for your organization. HOW WE WORK 1) Defining your data and target metrics 2) Demo model + scope approval 3) Development, model training and validation 4) Dashboard delivery, training and go-live Our reference project is GenomAI — a genomic prediction (GEBV) and GWAS platform for plant breeding. Message us for a clear, project-specific proposal.