Shikhar

AI Engineer

Bright Ripple • Full time

Aug 2024 - Present • 2 yrs

• Multi-agent Market Intelligence System — designed and built a LangGraph + Gemini + Tavily pipeline automating market research, competitor analysis, and strategy generation end-to-end. • Enterprise RAG Assistant — built a FastAPI-backed knowledge assistant over company documents using ChromaDB and OpenAI embeddings for semantic search and contextual Q&A. • LLMOps & Deployment — containerized agentic services with Docker and Kubernetes and shipped them on Azure via CI/CD pipelines; applied prompt engineering and structured Pydantic schemas, reducing LLM hallucinations by 35% and achieving a 94% grounding score in production; used LangSmith for tracing and observability. • Automation Pipelines — built n8n workflows integrating Firecrawl and Apify for lead enrichment into HubSpot, automating 90% of manual data entry and processing 5k+ leads weekly; also automated event-driven email outreach triggered from Google Sheets. • Automated Medical Report System — engineered custom Odoo modules to auto-generate structured patient PDF reports, owning the system from development through production deployment. • Full-Stack Ownership — led React frontend integration and end-to-end delivery across all self-directed projects, from architecture through deployment.

Machine Learning Engineer

IBM

Jan 2024 - Jun 2024 • 5 mos

Built and deployed Machine Learning and Computer Vision projects using Python, TensorFlow, Keras, Scikit-learn, OpenCV, Pandas, NumPy, and Matplotlib.