About me

Engineering Journey

B.Tech in Artificial Intelligence and Data Science from Panimalar Institute of Technology with practical experience in building AI-driven systems. Currently working as a Software Engineer at C1Exchange (C1X), contributing to real-time intelligent agents, multi-agent frameworks, and retrieval-augmented generation (RAG) systems. Skilled in Python, Transformers, FastAPI, Generative AI, CrewAI, and the Gemini API. Passionate about solving real-world problems with scalable AI solutions and committed to continuous learning in AI and software engineering.

Current role

Software Engineer at Class One Exchange (C1X)

Location

Chennai, India

Collaborate with me
What keeps me busy
  • Building multi-agent assistants and RAG workflows
  • Experimenting with LLM ops, evaluation, and guardrails
  • Mentoring peers on practical AI tooling
  • Writing about AI product thinking and prototyping
Let's connect

n.a.karthiksurya@gmail.com

+91-93******34

Experience & impact

A trail of hands-on roles where I moved ideas from whiteboards into production systems.

Full-time roles

Software Engineer • Full-time

Class One Exchange (C1X) — Chennai, India

July 2025 – Present

  • Contributing to production-ready intelligent agents using Gemini APIs
  • Building multi-agent systems integrated with Slack, Jira, GitHub using Gemini 2.5 Flash
  • Developed Gradio-based RAG systems with ColBERT, CLIP, BM25 and Qdrant using NestJS
  • Working on real-time contextual analytics and sentiment analysis tools

Internships

AI Intern • On-Site

Class One Exchange (C1X) — Chennai, India

June 2025

  • Built Slack sentiment chatbot using LLaMA 3.2B and Gemini API
  • Developed an MCP server for Google Gemini 2.5 integration
  • Implemented RAG agents with CLIP, ColBERT, BM25, and Qdrant
Data Science Intern • On-Site

QBrainX — Coimbatore, India

July 2024 – September 2024

  • Increased project efficiency by 70% through a real-time analytics ML model
  • Utilized HuggingFace Transformers and FastAPI for training and deployment
  • Improved animal image classification using Vision Transformers
Data Analytics Intern • On-Site

Juno Dynamics — Coimbatore, India

June 2023 – July 2023

  • Developed cloud systems for SMEs to optimize data analytics
  • Enhanced efficiency and scalability of cloud-based solutions

Education

Formal training backed by curiosity-led research and hackathon projects.

Bachelor of Technology in Artificial Intelligence and Data Science

Panimalar Institute of Technology

Chennai, Tamil Nadu

Nov. 2021 – May 2025

CGPA: 8.21

Higher Secondary School (12th Grade)

Green Park International School

Namakkal, Tamil Nadu

2020 – 2021

Percentage: 77.4%

Secondary School (10th Grade)

Green Park International School

Namakkal, Tamil Nadu

2018 – 2019

Percentage: 77.4%

Technical toolkit

Tools and stacks I've used to deliver resilient AI, data, and automation solutions.

Programming & Scripting
Python
Data Analysis & Visualization
Pandas Matplotlib Power BI
AI & Machine Learning
Generative AI LLMs BERT Models
Frameworks & Tools
FastAPI Docker Git VS Code WordPress Bootstrap Studio
Platforms & Software
Windows Linux (Ubuntu)

Soft skills that make it work

  • Communication
  • Problem-solving
  • Teamwork and Collaboration
  • Active listening
  • Experimentation
  • Adaptability

Publication

Towards Intelligent Legal Information Retrieval: A Transformer-Based Framework

International Journal of Scientific Research in Engineering Management (IJSREM)

Volume 09, Issue 05, May 2025

Read the paper

Certifications

Introduction to Generative AI Learning Path

March 2025

Google Cloud (Coursera)

Transformer Models and BERT Model

March 2025

Google Cloud (Coursera)

Cybersecurity Analysis Design

June 2024

FutureSkills Prime (Gold Certified)

Microsoft Office Beginner and Advanced Course

November 2022

Microsoft (Naan Mudhalvan)

Want to build together?

Whether it's applied AI, data platforms, or rapid prototyping—I'm ready to collaborate.

Explore my work Start a conversation