Nikit Kashyap
AI Engineer
Bangalore
Summary
Al Engineer with 2+ years of experience architecting and deploying multi-agent RAG systems, scalable backend APIs, industrial automation pipelines and computer vision solutions for enterprise automation. Specialist in CrewAI/LangGraph frameworks, AI agent orchestration, and scalable Python microservices. Hackathon winner, technical mentor, and speaker recognized for innovation and leadership in AI/ML solutions.
Overview
2
2
years of professional experience
2
2
Certifications
Work History
AI Engineer
ABB Global Industries & Services Pvt. Ltd.
08.2023 - Current
Multi-Agent Systems & RFQ Automation
- Built CrewAI/LangGraph multi-agent systems for IO extraction, hardware recommendation, RFQ parsing, and data validation.
- Designed chain-of-thought IO extraction workflows with 95%+ accuracy, resolving ambiguous and repeated IO types.
- Integrated EnhancedDocumentSearchTool + ExcelSearchTool for reliable context-aware retrieval and Excel/CPQ population.
- Improved automation quality through dataset-driven refinement and bid engineer feedback.
Backend Engineering & Automation
- Developed FastAPI/Flask microservices for RFQ automation, document summarization, and multi-agent orchestration.
- Delivered multilingual RFQ-to-Excel/CPQ pipelines, increasing quoting throughput by 3×.
- Built legal clause extractors (GTC/risk) saving 200+ hours/year for legal and tendering teams.
Industrial AI & Diagnostics
- Created Azure-based DCS Motor Diagnostics Chatbot, providing real-time troubleshooting guidance. • Winner – ABB Accelerator Hackathon 2024
- Built Vision+LLM SLD Generator for marine single-line diagrams, automating symbol interpretation and diagram mapping.
Model Optimization & MLOps
- Fine-tuned SLMs to reduce context-window usage by 40% and boost structured extraction accuracy.
- Implemented containerized CI/CD, automated evaluation pipelines, and scalable Azure deployment for LLM/multi-agent systems.
Education
B.Tech. - Artificial Intelligence & Data Science
KPR Institute of Technology
Coimbatore, India01.2024
Skills
AI & Multi-Agent Systems
- Multi-Agent Systems (CrewAI, LangGraph)
- RAG pipelines
- Prompt engineering
- LLM/SLM fine-tuning
Machine Learning & MLOps
- Model optimization
- MLOps (Docker, CI/CD)
- Azure AI / Azure DevOps
Backend & APIs
- FastAPI / Flask
- REST APIs, OAuth2
- Microservices architecture
Retrieval & Data Intelligence
- Faiss Vector Search
- Document Intelligence (Azure DI)
- Data extraction and automation
Industrial & Vision AI
- DCS Diagnostics
- Vision LLM integration (OpenCV, YOLO)
Certification
Machine Learning Engineering for Production (MLOps) - DeepLearning.AI - Production ML Systems, Model Deployment, MLOps Best Practices
Accomplishments
- 1st Place, ABB Accelerator Hackathon 2024 - AI-driven motor diagnostics solution using multi-agent systems
- ABB X-tra Miler Award 2024 - Outstanding performance in bid automation delivery and system optimization
- Finalist, ABB Accelerator Hackathon 2023 - Innovative AI solution for industrial automation challenges
Leadership & Outreach
- Speaker: "Self-RAG at Scale" - ABB Global Tech Summit 2025 - Presented to 200+ attendees on advanced RAG implementations
- Technical Mentor - Guided 3+ interns in multi-agent systems, RAG pipelines, and LLM prompt engineering best practices
Timeline
AI Engineer
ABB Global Industries & Services Pvt. Ltd.
08.2023 - Current
B.Tech. - Artificial Intelligence & Data Science
KPR Institute of Technology