
LangGraph · LangChain · FastAPI · Cloud Run
About Me
I'm a Full Stack AI Engineer building financial research AI agents — production systems that pull live market data, reason through financials, and generate analyst-grade reports, fully automated.
Currently at Spiral Kite Labs, I own the full stack: LangGraph agent architecture, LangChain tool integrations, FastAPI backend, Google Cloud Run infrastructure, and the React frontend that makes it usable.
When you're the AI + DevOps + backend + frontend person at a startup, you stop thinking in layers and start thinking in outcomes.
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Experience
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AI Agents
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LLM APIs
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Technologies
LangGraph + LangChain agents with conditional routing, tool orchestration, and grounded financial reasoning.
FastAPI + React, streaming LLM responses, TypeScript SDKs, and agent state management end-to-end.
Docker, Google Cloud Run, CI/CD, and cost-optimised inference routing for AI workloads in production.
Technologies
Work
Full-featured analytics dashboard for a B2B startup. Real-time charts, user management, role-based access control, and Stripe billing integration.
Recommendation
A word from someone I've built with.
I had the privilege of mentoring Suryansh, and I've been genuinely impressed by his technical expertise and problem-solving abilities. He's highly skilled in web development, with a strong grasp of Next.js, React.js, and JavaScript frameworks, and he has hands-on experience working with OpenAI technologies and AI/ML applications.
Suryansh approaches challenges with a clear, analytical mindset, consistently delivering thoughtful and effective solutions. His dedication to learning, coupled with his ability to share knowledge and collaborate, makes him a standout professional. I'm confident he'll excel in any role he takes on.
Prem Ranjan
Developer · Mentor · Interviewer · Java · React · Microservices · AWS · Python · AI/ML · LLM
Worked with Suryansh on the same team
Writing
Career
Experience
Spiral Kite Labs
2024 – Present
Own the full product stack of an early-stage AI startup — LangGraph agent architecture, LangChain tool integrations, FastAPI backend, Google Cloud Run infrastructure, and the React frontend. Building a financial research AI agent that autonomously retrieves market data, reasons across sources, and produces structured analyst-grade reports.
AutoText
2023 – 2024
Shipped production features across the full stack — React frontend, Django / FastAPI backend, PostgreSQL. Owned API integrations and refactored the core data pipeline for high-frequency workloads.
NITI Aayog (Government of India)
2022 – 2023
Worked on data pipelines and database systems supporting policy research. Applied algorithms and data-structure techniques to large-scale government datasets.
OnGraph Technologies
2021
Contributed to product work using NoSQL databases, wrote technical documentation, and participated in agile sprints and code reviews.
Education
Poornima Group
2019 – 2023
Core Strengths
Say Hello
Open to new opportunities, freelance projects, and interesting collaborations. Fill the form or reach me directly.