Open to opportunities

Prakash User

@prakashuser3

Message

AI architect and business analyst specializing in agentic and generative AI for enterprise ROI.

India

Message

What I'm looking for

I’m looking to architect scalable agentic and generative AI systems, owning RAG/semantic search and ML pipelines, while translating AI capabilities into measurable ROI through solid AI product strategy and technical roadmapping.

I lead enterprise-scale agentic and generative AI initiatives, architecting workflows with LangChain and AutoGPT to automate multi-step pipelines and cut manual analytics by 85%. I also deploy RAG and semantic search using open-source LLMs (Llama-3, Mistral) with vector databases like Pinecone and Weaviate, reaching 98% accuracy in internal document querying.

I pair technical execution with business strategy—forecasting and ROI modeling to deliver $1.2M projected annual savings, and engineering predictive models (XGBoost, LightGBM) that improved supply chain bottleneck forecasts by 42%. From my multi-agent market analyst and FastAPI semantic search engine on Azure AI, I’m driven to translate research breakthroughs into scalable enterprise value.

Experience

Work history, roles, and key accomplishments

Current

Lead AI Solutions Architect

Current

Nexus Intelligence Corp

Jan 2024 - Present (2 years 6 months)

Architected an enterprise-scale agentic AI framework using LangChain and AutoGPT, automating multi-step pipelines and reducing manual analytics hours by 85%. Designed and deployed RAG systems using open-source LLMs and vector databases, achieving 98% accuracy in internal document querying.

Lang Chain LlamaIndex OpenAI API Anthropic Prompt Engineering Agentic AI RAG Semantic Search Mistral Pinecone Weaviate Vector Databases PyTorch TensorFlow scikit learn XGBoost Transformers

Machine Learning & Data Consultant

DataVanguard Analytics Compliance

May 2023 - Dec 2023 (7 months)

Engineered predictive models (XGBoost, LightGBM) to forecast supply chain bottlenecks, outperforming legacy baseline models by 42%. Developed scalable ML pipelines in Python with CI/CD for AWS/Azure deployments and supported stakeholder translation of AI architectures into business insights.

XGBoost LightGBM Python SQL R Machine Learning Pipelines Forecasting AI Product Strategy AI Ethics AWS Sagemaker AWS EC2 Azure AI Docker Kubernetes CI CD Git MLFlow

Education

Degrees, certifications, and relevant coursework

Srinivas University

Bachelor of Computer Applications (Honours), Artificial Intelligence & Machine Learning

2022 - 2026

Grade: Distinctions (Top 1% of cohort)

Activities and societies: Lead of AI Research Group; Winner of National GenAI Hackathon 2024.

Pursuing a BCA (Hons) in Artificial Intelligence & Machine Learning at Srinivas University (2022–2026), earning distinctions as Top 1% of the cohort. Led AI research efforts and won the National GenAI Hackathon 2024.