Nikunj Jain
AI engineer at StoneX building RAG systems, enterprise automation, and recruiter-ready AI products.
Currently
Engineer I
StoneX Inc.
AI Engineer / Portfolio
AI Engineer
I build production-grade AI systems that automate enterprise workflows, reduce operational cost, and deliver measurable business impact.
~1.5+
Experience
AI and Backend Engineering
2 Roles
At StoneX
Intern to AI Engineer
$135K+
Annual impact
Cost savings delivered
Jarvis
Nikunj's AI assistant for impact, systems, and technical depth.
Selected Projects
Work that turns AI ideas into clear product stories.
A curated mix of AI workflow, retrieval, and polished frontend work designed to show both technical depth and design sensitivity.
01
2026
Multilingual RAG Assistants
Built end-to-end document assistants with ingestion, chunking, embeddings, retrieval, summarization, and translation workflows.
Cut content access time from hours to seconds by delivering multilingual enterprise knowledge assistants.
02
2026
Autonomous Support Agent
Created an MCP-powered L1/L2 support agent that performs log analysis, database verification, and diagnostic checks without manual intervention.
Integrated with ServiceNow to auto-analyze incoming tickets and post structured findings back, saving an estimated 2 FTE and $90K+ annually.
03
2025
Physical Metals Platform
Designed backend services and REST APIs for a physical metals inventory platform covering gold, silver, and real-time stock flows.
Enabled precise inventory tracking with PostgreSQL-backed workflows for operational visibility and reliability.
Experience
Structured around shipping, iteration, and product intuition.
The experience arc emphasizes applied AI work, rapid execution, and thoughtful interface design.
Aug 2025 - Present
Engineer I (AI Engineer)
StoneX Inc.
Built production-grade GenAI systems spanning retrieval, tool calling, automation, and enterprise assistant workflows for internal operations.
Jan 2025 - Jul 2025
Application Developer Intern
StoneX Inc.
Built backend services for cross-border payment applications and worked across enterprise microservices, APIs, and internal workflow reliability.
Capabilities
A focused stack across AI, frontend, and shipping velocity.
Cleanly grouped so recruiters can quickly scan for both depth in AI work and practical engineering range.
AI
RAG
Prompt Engineering
Tool Calling
LLM Evaluation
Embeddings Search
LLM Stack
Azure OpenAI
LangChain
LlamaIndex
HuggingFace
OpenAI API
Backend
Python
FastAPI
.NET 8
Spring Boot
REST APIs
Data + Infra
PostgreSQL
MongoDB
SQL Server
Docker
Azure
Contact
Let's build AI experiences that people remember.
Reach out for AI engineering roles, collaborations, or product-focused GenAI work. The assistant can answer recruiter questions instantly, and I'm happy to connect directly for deeper conversations.
B.Tech in Computer Science and Engineering, Amrita Vishwa Vidyapeetham
2021 - 2025 • GPA 7.5 / 10
Open to AI engineering roles building practical GenAI systems