
Karan Singh
AI, ML Engineer specializing in LLM Automation and Document Intelligence
Competenze

Consulta i miei servizi


Portfolio
Esperienza lavorativa
AI/ML engineer
startup • Full time
Mar 2025 - Present • 1 yr 4 mos
- Designed and implemented LLM-powered automation workflows to structure and transform unstructured business data. - Built data ingestion pipelines using Python to automate multi-source data collection and preprocessing. - Developed end-to-end ML workflows covering data preparation, model experimentation, evaluation, and iterative improvement. - Engineered embedding-based semantic matching systems to improve data retrieval and product mapping accuracy. - Collaborated directly with the founder to translate business problems into AI-driven technical solutions. - Defined internal engineering workflows including version control practices, structured experimentation, and model validation processes. -Contributed across backend logic, data engineering, and ML/AI modeling in a 0→1 product environment.