Profile picture Thirumala Sai Harsha Inumarthi

Thirumala Sai Harsha Inumarthi

AI Prompt Context Engineer | Founder @InstructIQ

Mandapeta, India

AI Prompt Context Engineer focused on building high-precision prompt systems, contextual intelligence layers, and structured LLM workflows. I design domain-aligned context frameworks that enhance accuracy, reasoning depth, and reliability across Generative AI applications.

Founder of InstructIQ, I lead product vision and technical architecture across our incubator and training ecosystem-turning ideas into prototypes, and learners into industry-ready builders through structured mentorship and real projects.

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Flexing {
    name: Thirumala Sai Harsha Inumarthi;
    skills: Routing the noise to AI, the music to minds;
    interests: Prompts, strategy, & disciplined unpredictability;
};

interface TechStack {
     programming: C, C++, Python;
     ai: AI, ML, Deep Learning, NLP, OpenCV, LLM's, GenAI;
    explorationZone: n8n, LangChain, Azure, Figma, MLOps, RAG, AI Security & Ethics;
    humanOps: Public Speaking, Communication, Problem Solving, and usual chaos control;
    trait: On a mission to make change happen!
};

const craft = {
    coreFocus: [
        • Efficient codebases using Python for scalable AI-driven systems,
        • Building an AI-agent that turn raw data into intelligent, autonomous systems,
        • Where ideas evolve into prototypes through purposeful learning,
        • Following AI research and innovations from DeepMind, OpenAI, etc.
    ],
    currentStack: ['Azure', 'Python', 'GenAI', 'Figma', 'n8n', 'LangChain']
};

const exploration = {
    nowLearning: ['GenAI', 'Figma', 'n8n', 'AI Agentic Systems'],
    goal: 'Teaching AI to reason, automate, and design beyond prediction.'
};

const engagement = {
    availability: 'Committed to designing smarter ecosystems, accelerating innovation, and transforming ideas into outcomes',
    funFact: 'When I'm not building AI setups, I’m usually lost in Figma tabs, testing random automations, exploring new AI tools, or reading research threads I never planned to open-while overthinking simple ideas into full projects.'
};

// Contact function
const contact = (type: ContactType): string => {
    switch (type) {
    case 'email':
        return 'saiharsha3377@gmail.com';
    case 'linkedIn':
        return 'https://www.linkedin.com/in/saiharsha3377';
    case 'github':
        return 'https://github.com/saiharsha3377';
    case 'instagram':
        return 'https://www.instagram.com/saiharsha3377';
    case 'twitter':
        return 'https://x.com/saiharsha3377';
    default:
        return 'Send fax.';
    }
};
thiru@portfolio :~$
Resume: {
    name: Thirumala Sai Harsha Inumarthi,
    region: Mandapeta, India,
    signature: AI Prompt Context Engineer | Founder @InstructIQ
};

Education: {
     degree: Bachelor of Technology in CSE (AI and Data Science),
     institution: Kakinada Institute of Engineering and Technology,
    majors: DSA, OS, DBMS, Computer Networks, Cloud Computing, AI, Data Science & ML, C/C++, Python
};

Certifications: [
    • DataCamp: AI Fundamentals,
    • Google Data Analytics Professional Certificate,
    • Coursera: Python for Data Science, AI & Development,
    • Udacity by AWS: AI Programming with Python [Nano Degree],
    • Udacity by Bertelsmann: Foundation of Gen AI [Nano Degree],
    • Udacity by AWS: AWS Machine Learning Fundamentals [Nano Degree],
];

// # Projects
const Projects: [
    {
        name: Hand Gesture Controller;
        
        description: Developed a real-time hand gesture recognition system using Python,
        OpenCV, and TensorFlow to control computer applications hands-free. The system
        detects static and dynamic hand gestures to perform tasks such as mouse clicks,
        drag-and-drop, multiple selection, and volume control. It uses MediaPipe and
        OpenCV for hand detection, does not require additional hardware, and works
        smoothly on Windows;
        
        techStack: [Python, OpenCV, TensorFlow]
    },
    {
        name: Unmasaking The Deep Fakes;
        
        description: Developed a Windows-exclusive tool to detect and verify synthetic
        media with advanced AI techniques, achieving accuracy up to 90%. Features an
        automated Kit Installer for seamless setup and Grad-CAM visualizations for
        transparent model predictions. Built on a robust Python framework with
        PyTorch, this project addresses real-world media manipulation concerns with
        exceptional efficiency and user-friendly functionality;
        
        techStack: [Python, Deep Learning, CNN, RNN, LSTM, Gradio]
    }
];

// # Experience -1
    organization: Global AI Community - Kakinada (Non-Profit),
    location: Hybrid,
    title: Founder & Chapter Lead,
    duration: Oct. 2025 - Present,
    description: [
        • Founded and launched the official Global AI Community chapter in Kakinada, 
          building a strong local ecosystem for AI learners and professionals.

        • Leading community initiatives, workshops, and events to promote practical AI
          learning and collaboration across students, developers, and working
          professionals.

        • Establishing partnerships and collaborations with global and local stakeholders
          to increase AI awareness, accessibility, and real-world adoption.

        • Driving community engagement through mentorship, hands-on sessions, and
          knowledge-sharing programs aligned with global AI standards.
],

// # Experience -2
    organization: Trafy,
    location: Remote,
    title: Program Director - Artificial Intelligence,
    duration: Sep. 2024 - Apr. 2025,
    description: [
        • Developed and implemented industry-aligned AI and Generative AI curriculums for
          learners across diverse domains.

        • Mentored students in AI, Generative AI, Data Science, and emerging technologies
          through hands-on sessions and guided learning.

        • Built innovative AI applications, blending advanced methodologies with
          practical development to deliver impactful learning experiences.

        • Designed real-world project frameworks to enhance student capability and 
          industry readiness.
],

// # Experience -3
    organization: Microsoft, SAP & Edunet Foundation (CSR Initiative),
    location: On-site,
    title: AI - ML Intern,
    duration: Sep. 2023 - Mar. 2024,
    descriptions: [
        • Completed an intensive program in AI, Machine Learning, and Data Science with
          hands-on real-world project experience.

        • Delivered a high-impact capstone project showcasing innovative AI
          solutions to industry leaders from Microsoft and SAP.

        • Developed strong analytical, problem-solving, and model-building skills
          through practical assignments and guided mentorship.

        • Gained exposure to industry expectations, workflow standards, and professional
          AI development practices.
],

// # Experience -4
    organization: Zephyr Technologies Pvt Ltd,
    location: Remote,
    title: Software Intern,
    duration: May. 2023 - Oct. 2023,
    description: [
        • Mentored 40+ students through personalized 1:1 mentoring sessions on various
          software tools and technologies.

        • Designed and implemented structured training modules for individuals and
          groups to enhance learning effectiveness.

        • Collaborated with remote teams to design, refine, and customize educational
          content based on learner requirements.

        • Supported curriculum development initiatives to ensure high-quality training
          and engagement.
],

// # Experience -5
    organization: Freelance Technical Training,
    location: Hybrid,
    title: Freelance Technical Trainer,
    duration: May. 2022 - Present,
    description: [
        • Mentored 500+ students across 5+ colleges through hands-on sessions and
          project-based learning.

        • Designed curriculum modules in Python, Machine Learning, and Deep Learning
          tailored to real-world datasets and applications.

        • Delivered practical workshops, guided capstone projects, and evaluated student
          progress through assignments and structured feedback.

        • Provided personalized mentorship to help learners build portfolio-ready
          projects and achieve career readiness in AI and software development.
],

};

// # Achievements
    award: "Capstone Project Award | Microsoft & SAP",
    details: [
        • Recognized by Microsoft and SAP for delivering a high-impact AIML capstone
          project as part of the TechSaksham CSR initiative.

        • Presented the solution to industry experts, showcasing strong problem-solving
          and real-world application of AI and ML concepts.

        • Demonstrated excellence in model development, data analysis, and technical
          presentation as an AI-ML intern under Edunet Foundation.
],

    award: "AWS AI-ML Scholar 2024 | Sponsored by AWS",
    details: [
        • Selected for the prestigious AWS AI-ML Scholarship 2024, enabling enrollment
          in the Udacity AI Programming with Python Nanodegree.

        • Gained hands-on experience in foundational AI, Python programming, data
          structures, algorithms, and machine learning workflows.

        • Successfully completed the Nanodegree with practical applications of AI and
          ML, preparing for advanced technical roles in artificial intelligence.
],

    award: "Next Generation Tech Booster Scholar 2024 | Sponsored by Bertelsmann",
    details: [
        • Awarded the Next Generation Tech Booster Scholarship specializing in the
          Generative AI (GenAI) track.

        • Engaged in advanced training focused on state-of-the-art GenAI technologies,
          hands-on projects, and real-world AI applications.

        • Developed practical expertise in modern AI tools and generative models to
          solve complex problems and drive innovation in artificial intelligence.
],

// # Skills
    skills: {
    technical: [
        C, C++, HTML, Python, Machine Learning, NLP, Data Science, LLMs, GenAI, Azure,
        n8n, Langchain
],

    soft: [
        Attention to Detail, Team Management, Decision Making, Leadership,
        Communication, Public Speaking, Problem Solving, Innovation, Collaboration,
        Critical Thinking, Learnability
]

};

// # Interests
    Interests: AI, Data, Automation, Cloud tinkering, Late-Night Research Dives,
               wild innovation, and just enough chaos to stay;
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