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AI/ML Engineer & Full-Stack Architect

Hariharan J

AI/ML Engineer | Founder, TrustisM | Full-Stack Developer

I design and deploy production-grade Agentic AI applications, neural architectures, and high-performance full-stack systems. Driven by solving physical challenges with intelligence, and scaling digital platforms.

Hariharan J
Founder TrustisM
Publisher SEED AI (IJWOS)
0+ Projects Developed
0+ Credentials & Honors
0+ Industry Internships
0 Research Publication
Design Philosophy

Empowering ecosystems and workflow architectures through applied machine intelligence.

"We aren't just designing applications. We are choreographing dynamic entities that adapt, predict, and automate the friction out of human workflow pipelines."

Professional Narrative

I am a multi-driven AI/ML Engineer and Full-Stack Developer experienced in designing and developing AI-powered applications, scalable web platforms, and machine learning solutions. Skilled in Python, React, Flask, Firebase, Scikit-learn, TensorFlow, and REST APIs, I apply predictive modeling to address tangible engineering goals.

My engineering milestone includes pioneering the development of SEED AI, an intelligent precision agriculture decision engine. SEED AI was chosen for presentation at the national Design & Innovation Clinic 2026 (CMTI Bengaluru) under the Ministry of Heavy Industries and is published in the International Journal of Web of Multidisciplinary Studies (IJWOS).

Combining leadership as class representative with rigorous technical execution, I bridge administrative workflows and technological execution to deliver performant, user-centered results.

Authorized Code Architect
Hariharan J
Core Technologies

Technical Core Capabilities

Programming Languages

Python Java C JavaScript SQL HTML & CSS

AI & Machine Learning

Machine Learning Deep Learning Scikit-learn TensorFlow CNN Random Forest NLP Gemini API Agentic AI LLM Apps Speech AI

Front-End

React.js Vite Tailwind CSS v4 HTML5 / CSS3 Recharts Next.js

Back-End

Flask Node.js Express.js Firebase Auth Google Apps Script

Databases

PostgreSQL (Supabase) MongoDB Firestore SQL Schema

Tools & Platforms

Git & GitHub Vercel & Firebase GitHub Copilot Android Studio Linux / Bash Flutter
Career Journey

Professional Chronology

April 2025 – Present

Founder & Freelance Developer

Trustism (MSME Registered)

Designed and developed AI-powered SaaS applications and workflow automation platforms using React, Flask, Firebase, Google Apps Script, and REST APIs. Integrated Google Gemini API and Scikit-learn to automate client support and business workflows while managing the complete software development lifecycle.

Gemini API React Flask Firebase
January 2026 – February 2026

AI & Machine Learning Intern

Edunet Foundation (IBM SkillsBuild)

Completed hands-on training in machine learning models, predictive data pipelines, analytics, and data preprocessing. Earned the IBM SkillsBuild Artificial Intelligence Fundamentals certification.

Machine Learning Data Analytics IBM SkillsBuild
January 2026 – February 2026

Microsoft Azure Intern

Microsoft Elevate

Completed Microsoft's Azure and Emerging Technologies program. Gained practical experience in cloud computing architecture, cloud governance, virtualization, and resource security frameworks.

Azure Cloud Virtualization Governance
April 2026

Cybersecurity Intern

Vi Business India

Acquired practical knowledge of enterprise cybersecurity infrastructure, defensive network security architectures, and corporate vulnerability assessment methodologies.

Cybersecurity Risk Assessment Network Defense
2022 – 2026

Class Representative

M.P. Nachimuthu M. Jaganathan Engineering College

Elected peer representative coordinating communication channels, organizing technical symposiums, and bridging workflow administration between students and college administration.

Product Deployments

Engineering Production Vault

Production Vetted

SEED AI – Ecosystem for Enhanced Agricultural Decision Support

Developed an AI-powered precision agriculture platform for crop recommendation, disease detection, and decision support; published the research paper in the International Journal of Web of Multidisciplinary Studies (IJWOS) and presented at the Design & Innovation Clinic 2026 (CMTI Bengaluru) under the Ministry of Heavy Industries.

React Flask Scikit-learn TensorFlow Google Gemini API
🔗 View Live Deployment
AgriScan v2.6.1
Active Diagnosis
Nitrogen 45 ppm
Moisture 78.4%
Confidence 98.4%
Neuralflow Orchestration
Engine Engaged
📧
Trigger Client Email
🤖
Agentic Gemini LLM
Model Dispatch Automator v3.0
⚡ App Sync Action
Task Queue: 0 Latency: 280ms Success: 100%
Commercial Architecture

Trustism – AI Workflow Automation Engine

Built a centralized AI-powered workflow automation platform integrating Google Gemini API, Firebase, Google Apps Script, and REST APIs to automate client management, chatbot support, email notifications, and business workflows. Implemented secure Firebase Authentication and Firestore-based data management.

React Firebase Apps Script REST APIs Scikit-learn
🔗 View Live Deployment
Live Tool
React Recharts
Expense Care

A secure, real-time expense management system that allows individuals to easily record, categorize, and visualize their daily spending habits through interactive analytical data dashboards.

🔗 View Deployment
Speech AI
React NLP
Shree – AI Virtual Friend

Developed a multilingual, emotion-aware conversational AI assistant with speech recognition and text-to-speech for natural voice interaction. Designed an emotion-aware conversational experience with optimized low-latency voice interaction.

🔗 View Deployment
EdTech RBAC
Firebase Recharts
Smart Exam Management System

An advanced 3-layer EdTech system featuring Role-Based Access Control (RBAC) for Students, Teachers, and Admins. It automates exam creation, secure testing, full CRUD operations, and leverages AI for visual performance analysis.

🔗 View Deployment
Health intelligence
Flask Random Forest
Predignosys AI – Healthcare Intelligence

Developed a healthcare intelligence platform using Random Forest machine learning models to support predictive disease risk assessment and clinical decision-making.

🔗 View Deployment
Cloud Tracking
Node.js Firebase
Cloud-Based Attendance System

An innovative cloud-based attendance dashboard ensuring device-independent accessibility, real-time database updates, reducing administrative errors, and enhancing transparency.

🔗 View Deployment
Interactive Art
Node.js Gemini API
Storytelling AI

A creative application merging technology and generative art to generate dynamic stories and scenarios based on user prompts, integrating real-world context via API.

🔗 View Deployment
Interactive Debugger
Next.js Python APIs
Code Dilemma

A debugging platform that assists programming students to analyze code snippets, explaining semantic/syntactic errors while generating code suggestions and best development practices.

🔗 View Deployment
const AI = () => { const bug = true; if (bug) solve(); };
Academic Core

Institutional Architecture & Publications

Structured learning platforms that establish theoretical and experimental foundations in information systems, engineering sciences, and algorithm design.

B.Tech - Information Technology

Bachelor of Technology

M.P. Nachimuthu M. Jaganathan Engineering College
(Affiliated with Anna University) | Expected 2026

Prior Milestone: Green Park Matriculation Higher Secondary School

8.56 CGPA
Cumulative GPA
Research Publication

SEED AI: A Smart Ecosystem for Enhanced Agricultural Decision Support

Published in the International Journal of Web of Multidisciplinary Studies (IJWOS)

Validation Indices

Certifications & Achievements

Industry credentials, research contributions, and engineering awards organized by category.

Award Distinction TechFest 2025

Second Prize – Project Presentation

Awarded Second Prize at TECHFEST 2025 organized by IEEE APS Student Branch at KPR Institute of Engineering and Technology, recognizing engineering presentation standards.

National Showcase CMTI Bengaluru

Selected Project Presenter

Selected to showcase engineering development work at the Design & Innovation Clinic 2026 hosted by Central Manufacturing Technology Institute (CMTI), Bengaluru.

Associations & Passions

Associations, Clubs & Hobbies

Coding Club

Enhance skills, collaborate on academic/extracurricular projects, and participate in hackathons.

Music Club

Participate in college events, compose musical layers, and perform guitar/voice live.

College Association

Organize administrative events and foster channels between engineering students and administration.

Hobbies & Interests

AI Research, Competitive Programming, Chess, Guitar & Singing, Dancing, Martial Arts, and coding problem solving.

Singing Heart Soundscape Off