Summary
Overview
Work History
Education
Skills
Websites
Certification
Accomplishments
Leadership & Outreach
Timeline
Generic

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 .
  • 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, India
01.2024

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
Nikit KashyapAI Engineer