Hi, I'm
Sree G Hariharan
Who I Am
A fresher with real execution experience — building AI systems, winning hackathons, and delivering business solutions.
I recently completed my BSc degree in Computer Science and Data Science with an overall CGPA of 7.7 from Nehru Arts and Science College. I build real-time systems through hackathons, internships, and business projects, with a strong interest in Agentic AI, RAG systems, automation, IoT-AI integrations, and intelligent business operations.
My current goal is to begin my career as an Agentic AI Engineer and grow into an Agentic AI Architect. I thrive in rapid prototyping environments and excel at AI-assisted development workflows (often referred to as "vibecoding"), which allows me to fluidly translate complex ideas into functional systems. I am also focusing deeply on fundamentals such as DSA, backend development, clean code, readable architecture, and secure software development.
I care about building systems that are practical, useful, and understandable. My work combines LLMs, APIs, workflow automation, observability, real-time communication, and business problem-solving.
Building agentic AI systems that connect LLMs, automation, RAG, voice, IoT, and business workflows into real-world products.
Graduate
BSc CSDS
7.7
CGPA
Agentic AI Engineer
Aspiration
Published
Patent
Real Experience
Business Projects
Winner
Hackathons
Student Cabinet
Leadership
Academic Journey
A strong academic foundation in Computer Science, Data Science, and Technical Education.
BSc Computer Science (Data Science)
Nehru Arts and Science College
Completed a Bachelor of Science in Computer Science with a specialization in Data Science. Gained strong foundations in programming, data analysis, machine learning concepts, and software development while actively participating in hackathons, building AI systems, and contributing to real-world business projects.
Key Highlights
Higher Secondary — Computer Science
KKMHSS Vandithavalm
Completed Higher Secondary education with a focus on Computer Science. Achieved a strong academic record, building early foundations in programming, logical thinking, and technology.
High School — Technical Education
Govt Technical High School, Chittur
Completed technical high school education with outstanding academic performance. Developed foundational skills in technical subjects and computer operations, setting the stage for a career in technology.
What I Work With
Organized by domain — from Agentic AI systems to backend development, automation, and security practices.
Agentic AI & LLM Systems
Backend & API Development
Automation & Integration
Data, AI & Computer Vision
Security & Engineering Practices
Tools
Professional Experience
Internships and hands-on exposure to real-world AI, data, and business operations.
AI Automation / Development Intern
During this internship, I worked across AI automation, model fine-tuning, IoT multi-sensor integration, computer vision using YOLO model training, Python-based program development, and operations management.
Key Learnings
- ▸AI automation workflows
- ▸Model fine-tuning exposure
- ▸IoT multi-sensor integration
- ▸YOLO-based computer vision training
- ▸Python-based development and operations management
Data Analyst Intern
During this internship, I gained exposure to how ETL and ELT workflows operate in the dairy and food industry. He also observed the role of LLMs, automation, AI adaptation, operations, and data-driven processes inside a large company environment.
Key Learnings
- ▸ETL and ELT workflows in a dairy/food business environment
- ▸Data analysis exposure in operational workflows
- ▸AI adaptation and automation opportunities in enterprise settings
- ▸Understanding business operations at scale
What I've Built
Hackathon winners, business tools, patented systems, and AI platforms — real projects solving real problems.
SDEAgent.ai
An agentic service desk engineer system that solves support tickets and customer queries using SOP-based RAG, chat, voice, and screen-sharing support.
🏆 Won 1st Prize at Celestra College Hackathon
- ▸SOP upload as .md file
- ▸RAG-based answer generation
- ▸Ticket-solving agent workflow
- ▸Chat interface for users
- ▸Voice-agent communication
- ▸Screen-share-assisted troubleshooting
- ▸Reduced hallucination by grounding answers in SOP content
REO4AI
A generative agentic AI CRM and automation platform that helps businesses and developers create workflows, automations, and unified API systems using AI and voice commands.
- ▸Generative Agentic AI CRM
- ▸Automation builder for businesses and developers
- ▸Unified API architecture
- ▸n8n automation support
- ▸MCP integration using Storm MCP
- ▸Voice agents and voice fine-tuning concepts
- ▸Firecrawl integration
- ▸Hybrid RAG architecture
- ▸AI observability for cybersecurity use cases
- ▸ETL management
- ▸Agent memory and graphical orchestration
- ▸Sandbox execution
- ▸Voice-command-based automation creation
IoT Based Crime Prevention System
A patented IoT-AI crime prevention system for real-time alerting, dashboard monitoring, and safeguarding valuable assets such as ATM machines.
🏆 Patent Published — Indian Patent Office Journal No. 36/2025
- ▸AI camera-based detection
- ▸YOLO model fine-tuning
- ▸Motion sensor integration
- ▸Door sensor integration
- ▸Cyber-attack prevention module
- ▸Real-time alert system to nearby police
- ▸Live dashboard feed
- ▸Patrol support workflow
- ▸Asset safeguarding use case
Oasis Cafe POS
A billing application with Bluetooth thermal printer support and revenue automation built for Birds of Paradise Farm.
- ▸Billing application
- ▸Bluetooth thermal printer connection
- ▸Menu and price customization
- ▸Item image update support
- ▸Daily revenue tracking
- ▸UPI and cash details
- ▸WhatsApp revenue report to owner
- ▸Error-solving mechanisms
Prpfiy.ai
A RAG-based project requirement prompt creation tool using free APIs, Gemini, Groq, and local LLMs through Ollama.
- ▸RAG-based prompt creation
- ▸Project requirement generation
- ▸Free API usage
- ▸Local LLM support through Ollama
- ▸Gemini and Groq API integration
Lost and Found System
A Lost and Found system built for Nehru Arts and Science College with email automation.
- ▸Lost item reporting
- ▸Found item management
- ▸Email automation
- ▸College workflow support
Birds of Paradise Farm CRM
An internal operations CRM for Birds of Paradise Farm using WhatsApp communication, task allotment, reports, feedback, attendance, and an Agentic AI core engine.
- ▸WhatsApp-based communication
- ▸Task allotment
- ▸Report generation
- ▸Feedback collection
- ▸Operational updates
- ▸Photo-based punch-in/punch-out
- ▸Agentic AI system
- ▸n8n workflows
- ▸Unified API core engine
Research & Innovation
Formal technical contributions — patent publication and academic research.
IoT Based Crime Prevention System using AI and Computer Vision
Registered patent for developing an IoT Based Crime Prevention System using AI and Computer Vision. Team project with government funding.
Contribution
YOLO model fine-tuning, Python integration, documentation, and patent form submission.
Publications
IoT Based Crime Prevention System
Indian Patent Office Journal No. 36/2025
Published: 05/09/2025
Related to the patent journal publication for the IoT Based Crime Prevention System using AI and Computer Vision.
VL-JEPA: A Predictive Representation Learning Framework for Vision Language Intelligence
International Journal of Scientific Development and Research
Published in the International Journal of Scientific Development and Research covering predictive representation learning for vision-language intelligence.
Credentials & Certifications
Internships, hackathon wins, awards, and formal recognitions — verified and accessible.
Student Developer Appreciation
Nehru Arts and Science College • 2025 - 2026
Received appreciation as a student developer for developing and deploying the Lost and Found System inside the college campus.
View CertificateData Analyst Internship Certificate
Milkymist Pvt Ltd • December 2024
Certificate for completing Data Analyst Internship at Milkymist Pvt Ltd.
View CertificateAI Automation Internship Certificate
Hactivate Cyber Solutions • February 2026
Certificate for completing AI Automation / Development Internship.
View CertificateCelestra Hackathon - 1st Prize
Celestra College • 2026
Won 1st Prize at Celestra College Hackathon with SDEAgent.ai.
View CertificateRAG Chatbot Competition - 2nd Prize
Nehru Arts and Science College • 2025
Won 2nd Prize at RAG Chatbot Competition.
View CertificateIoT Crime Prevention Patent
Indian Patent Office • 05/09/2025
Patent publication for IoT Based Crime Prevention System using AI and Computer Vision.
View CertificateBest Outgoing Student Award
Nehru Arts and Science College • 2026
Recognized as the Best Outgoing Student from the college.
View CertificateCivil Defence Volunteer Certificate
Kerala Fire and Rescue Services
Certificate for Civil Defence Volunteering with Kerala Fire and Rescue Services.
View CertificateEnvironment Conservation Award
Tree Planters Meet
Environment Conservation Award received at Tree Planters Meet.
View CertificateCompetitive Building
4+ hackathons — rapid prototyping, problem-solving, and winning under pressure.
Celestra College Hackathon
Won 1st PrizeProject: SDEAgent.ai
Built an Agentic customer support system for service desk and ticket-solving workflows.
RAG Chatbot Competition
Won 2nd PrizeBuilt a RAG chatbot using no-code/low-code tool Flowise with Ollama Llama 3 as the core model.
OpenAI x Outskill 7 Days Hackathon
ParticipatingAgentic AI CRM with automation and unified architecture.
Smart India Hackathon — Internal Level
ParticipatedCounter-swarm missile attack system using drone swarms and autonomous decision-making algorithm. Developed the autonomous decision-making algorithm concept.
Leadership, Service & Community
Responsibilities, recognitions, and community contributions beyond technical work.
Technical & College Achievements
Best Outgoing Student
Nehru Arts and Science College
Recognized as the Best Outgoing Student from the college.
Student Cabinet Environment Wing Secretary
Nehru Arts and Science College
Served as the Environment Wing Secretary in the Student Cabinet, leading environmental initiatives and event coordination.
College IT Wing Member
Nehru Arts and Science College
Part of the College IT Wing, contributing to technical events and digital initiatives.
India–Mauritius Trade Event Coordination
Government Event
Small coordination duty at the India–Mauritius trade and bilateral event.
Junior Mentoring for AI Adaptability
Nehru Arts and Science College
Mentored junior students on AI adaptability, tools, and project-building approaches.
Volunteering & Community
Civil Defence Volunteer
Kerala Fire and Rescue Services
Volunteer with Kerala Fire and Rescue Services / Fire Force Department for civil defence activities.
Sarpa Volunteer
Kerala Forest Department
Sarpa Volunteer from Kerala Forest Department, involved in snake rescue and wildlife awareness.
Environment Conservation Award
Tree Planters Meet
Received Environment Conservation Award at Tree Planters Meet for contributions to environmental conservation.
Let's Connect
Interested in Agentic AI, automation, or real-time systems? Let's connect.
Reach Out to Me
sreeghariharan2005@gmail.com
Phone
+91 9446580321
Connect on LinkedIn
GitHub
View my repositories
Location
Kerala, India