// SIGNAL ACQUIRED · BERLIN, GERMANY
Prashant Singh
Forward Deployed Engineer · Data Scientist · AI / ML
// 01. ABOUT
Who I Am
Forward Deployed Engineer at Bayer AG, building rapid AI-powered solutions across 14+ departments — from idea to deployed MVP in hours using GenAI-assisted development.
Experienced in designing ETL pipelines, RAG systems, knowledge graphs, and production-grade containerised applications. Previously a Software Engineer in fintech (P2P lending).
M.Sc. Data Science (GPA 90.28 / 100) · Thesis on hybrid language-centric and program-induction frameworks for ARC-AGI-2. Also enrolled at 42 Berlin.
Technologies
// 02. PROJECTS
Things I've Built
Integrated Evidence Generation
End-to-end ETL pipeline and RAG system ingesting clinical studies, PubMed articles, and real-world data. Features knowledge graph visualisation (D3-force), citation-based retrieval, and MCP for database query execution.
BOM Patrol
Supply chain security platform aggregating SBOMs and automating CVE matching across 55,000+ repositories using OSV, NVD, GHSA, and CISA KEV data sources.
ARC-AGI-2 Research
M.Sc. thesis: hybrid language-centric and program-induction framework for ARC-AGI-2. Explores combining LLM-based reasoning with symbolic program synthesis for abstract visual reasoning tasks.
Forex Impact Analytics
Interactive dashboards measuring forex effects on intercompany revenue with Anaplan integration. Containerised with Docker and deployed to AWS ECR for the Finance department.
ISO Management Application
Full-stack application replacing error-prone Excel workflows in Supply Chain. Features role-based navigation, CRUD operations, and an automated Excel-to-database seed pipeline.
SOP-to-LIMS Extractor
Static parsing combined with LLM-enriched extraction to feed structured data from Standard Operating Procedures into a Laboratory Information Management System.