I'm an AI Engineer & Associate Data Analyst at Zinnov (Draup), specializing in autonomous AI agents, RAG systems, and intelligent automation. With a strong foundation in full-stack development, I'm building AI-powered solutions that solve real-world enterprise challenges.
π― My Mission: Building intelligent, autonomous AI agents that solve real-world business problems and automate complex workflows using LLMs, embeddings, and multi-step reasoning.
- π€ AI Agent Development β Building autonomous agents with
LangGraph,LangChain, andMCP - π RAG & Vector Search β Implementing
FAISS,Chroma, and embedding-based similarity models - π Enterprise AI Solutions β Job-role intelligence, classification systems, and research automation
- π Web Automation β
Playwright, asyncPython, and multi-step data pipelines - πΌ Agentic Systems β Multi-agent workflows and intelligent business automation
- π M.E. Computer Science & Engineering β Kings Engineering College (Aug 2025 - Present)
- π B.Tech Information Technology β DMI College of Engineering, Chennai (CGPA: 8.4) | May 2021 - May 2025
- πΌ Associate Data Analyst at Zinnov (Draup) (Sep 2025 - Present)
- π Crafter at GenXRverse (Mar 2024 - Present) β AI-driven automation & agentic systems
- π Based in India | Hybrid Work Environment
- π± Contact: +91 9176299049 | WhatsApp
gitGraph
commit id:"B.Tech IT - DMI College (2021-2025)"
branch experience
checkout experience
commit id:"Full Stack - Servimos (2023-08)"
commit id:"Web Development - Veritech (2024-05)"
commit id:"Python Development - Octanet (2024-07)"
commit id:"Tech Intern - Zinnov (2025-09)"
branch current
checkout current
commit id:"Crafter - GenXRverse (2024-03)"
commit id:"M.E CSE (2025-11)"
commit id:"Associate Data Analyst - Zinnov (2025-11)"
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Sep 2025 - Present | Arakkonam, Tamil Nadu, India (On-site)
Supporting AI-driven enterprise research by analyzing structured and unstructured data.
- π― Impact: Improved classification and matching accuracy by 40% through embedding-based similarity models.
- π οΈ Tech: Built internal automation pipelines for job-role intelligence, cutting manual analysis time by 30%.
- π€ Collaboration: Collaborating with cross-functional teams to deliver data-backed insights for Fortune 500 clients.
Jun 2025 - Sep 2025 | Arakkonam, Tamil Nadu, India (On-site)
Built AI automation prototypes using LLMs, agentic flows, and data-driven workflows.
- π Optimization: Improved research data accuracy by 35% using automated web scraping and validation pipelines.
- β‘ Efficiency: Designed internal tools to streamline business research operations, reducing manual workload by 25%.
- π§ Innovation: Contributed to multi-step job role classification, website extraction agents, and skill-mapping systems.
Mar 2024 - Present | Chennai, Tamil Nadu, India (Hybrid)
Leading development of AI-driven automation and agentic systems.
- ποΈ Architecture: Building MVP prototypes using LLMs, RAG, MCP and multi-agent workflows.
- π¨ Product: Managing product roadmap, technical execution, and user experience design for early adopters.
May 2024 - Jul 2024 | Remote
- Built Flask-based predictive financial model used by 1,000+ users to estimate investment outcomes
- Optimized computation time by 40% using NumPy, pandas, and TensorFlow
- Created responsive frontend with HTML, JavaScript, and Firebase, improving load speed by 28%
Mar 2024 - May 2024 | Remote
- Created responsive React portfolio site, boosting engagement by 35%
- Integrated Generative-AI chatbot, increasing interactions by 40%
- Developed 3D landing page using Next.js and React-Spline, improving time-on-page by 25%
- Built MERN stack Expense Tracker with dynamic charts, reducing manual tracking effort by 60%
Jul 2023 - Aug 2023 | Chennai, India (On-site)
- Developed scalable MERN-stack Library Management System used by 200+ internal users
- Improved UI performance by 30% through optimized component structuring and state management
- Reduced defects by 25% through collaboration with senior developers
- 1st Place - National Level Hackathon | Alpha College of Engineering
- 3rd Place - SheInnovates Hackathon | Women Techmakers Chennai
- 1st Place - Website Development | Alpha College of Engineering
- 2nd Place - National Level Coding | Chennai Institute of Technology
- 5-Star Problem Solving (HackerRank)
- 5-Star Java (HackerRank)
- 5-Star Python (HackerRank)
- 5-Star 10 Days of JS (HackerRank)
- 3-Star 30 Days of Code (HackerRank)
| Certification | Issuer |
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| Software Engineer | HackerRank |
| Full-Stack Web Developer | |
| React Developer | HackerRank |
| Typescript Essential Training | |
| Blockchain Developer | |
| Machine Learning with Python | IBM |
| Python for Data Science | IBM |
| Python | Guvi |
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β NPM package for content moderation and sensitive word filtering
β Node.js/Express API for Amazon product data extraction
β Drag-and-drop cloud file sharing with password protection
β Industry data scraping tool
β Company data extraction tool
β Next.js 14, TypeScript, Framer Motion, Vercel Analytics
β AI-powered gift recommendation engine
β OpenAI GPT-4 powered article summarization
β Full-stack food ordering platform
β Complete blogging platform with MERN stack
β Financial tracking with analytics
View All 40+ Projects on GitHub
class SelvinPaulRaj:
def __init__(self):
self.name = "Selvin PaulRaj K"
self.location = "India"
self.current_roles = [
"Associate Data Analyst @ Zinnov (Draup)",
"Crafter @ GenXRverse",
"M.E. CSE Student"
]
self.education = {
"masters": "M.E. CSE - Kings Engineering College (2025-Present)",
"bachelors": "B.Tech IT - DMI College of Engineering (CGPA: 8.4)"
}
self.ai_stack = {
"llms": ["Gemini", "GPT", "Llama"],
"agents": ["LangGraph", "LangChain", "MCP (Model Context Protocol)"],
"vector_db": ["FAISS", "Chroma", "Pinecone"],
"embeddings": ["SentenceTransformers", "Gemini Embeddings", "Similarity Models"],
"automation": ["Playwright", "Async Python", "Serper", "Web Scraping"],
"ml_frameworks": ["PyTorch", "TensorFlow", "Scikit-learn"]
}
self.full_stack = {
"frontend": ["React", "Next.js 15", "TypeScript", "Three.js", "Angular", "Tailwind CSS"],
"backend": ["Node.js", "Python", "Express", "Flask", "FastAPI"],
"databases": ["MySQL", "MongoDB", "PostgreSQL", "Firebase"],
"tools": ["Git", "Docker", "Vercel", "Postman", "VS Code"]
}
self.achievements = {
"work_impact": [
"40% improvement in classification accuracy (embedding models)",
"35% improvement in research data accuracy (AI automation)",
"30% manual analysis time reduction (automation pipelines)"
],
"open_source": [
"vitersim - Vite React optimizer CLI (NPM)",
"spr-censorify - Content moderation package (NPM)",
"LinkedIn MCP Server",
"AI Agent MCP Server",
"40+ GitHub projects"
],
"certifications": ["LeetCode", "HackerRank", "GeeksForGeeks", "CodeChef"]
}
self.current_focus = [
"Building autonomous AI agents for enterprise automation",
"RAG systems with embedding-based similarity search",
"Multi-step reasoning pipelines using LangGraph",
"MCP servers for AI agent orchestration",
"Job-role intelligence and classification systems"
]
def current_mission(self):
return """Building intelligent AI agents that solve real-world enterprise problems
through autonomous reasoning, semantic search, and intelligent automation"""
def fun_fact(self):
return "In JavaScript, [] == ![] evaluates to true π€―"
def contact_info(self):
return {
"linkedin": "https://www.linkedin.com/in/selvinpaulraj",
"github": "https://github.com/selvin-paul-raj",
"portfolio": "https://selvin-paul-raj.vercel.app",
"phone": "+91 9176299049",
"resume": "https://selvinpaulraj.vercel.app/SPR_Resume.pdf"
}π― Areas of Expertise
- π€ Autonomous AI Agents β Multi-step reasoning, decision trees, state management
- π RAG Systems β Vector databases, semantic search, embedding models
- π§ LLM Integration β Prompt engineering, model fine-tuning, API orchestration
- π MCP Development β Model Context Protocol servers, agent coordination
- π Embedding-Based Models β Similarity search, classification, clustering
- πΈοΈ Web Scraping & Automation β
Playwright, asyncPython, data pipelines - π΅οΈ Research Intelligence β Job-role classification, skill mapping, entity extraction
- π Data Visualization β Analytics dashboards, insight generation
- βοΈ Modern Frontend β
React 18+,Next.js 15,TypeScript, Server Components - π Backend Architecture β
Node.js,Python,FastAPI,Express, microservices - ποΈ Database Design β SQL/NoSQL optimization, vector databases, indexing
- βοΈ DevOps β
Docker, CI/CD, cloud deployment, monitoring
π Innovation Highlights
- π― Developed embedding-based classification models achieving 40% accuracy improvement
- β‘ Built automated research pipelines reducing manual analysis time by 30%
- π€ Created multi-step agentic workflows for job-role intelligence
- π·οΈ Implemented web scraping systems improving data accuracy by 35%
- π MCP Servers β LinkedIn integration, AI agent orchestration
- π οΈ CLI Tools β
vitersim(NPM), Dynamic AI Agent System - π‘οΈ Security Tools β Phishing detection ML models, deepfake detection
- π¦ Developer Utilities β Content moderation, web scraping APIs
- π Pursuing M.E. in CSE
- π§ Exploring distributed AI agent architectures
- π Researching RAG optimization techniques
- βοΈ Contributing to AI/ML community knowledge
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Kings Engineering College Specialization: Artificial Intelligence & Agentic Systems Focus Areas:
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DMI College of Engineering CGPA: 8.4 Key Projects:
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Let's collaborate on AI agents, RAG systems, or discuss enterprise AI solutions!
Open to opportunities in AI Engineering, ML Research, and Autonomous Systems
"The best way to predict the future is to invent it." β Alan Kay
Interested in AI Agents, RAG Systems, or Enterprise AI Solutions?
Building autonomous systems that think, learn, and act. π
Β© 2025 Selvin PaulRaj K | AI Engineer @ Zinnov | Crafter @ GenXRverse
Specializing in Autonomous AI Agents, RAG Systems & Enterprise Automation






