
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.
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 AI–ML 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;