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I'm Guru Sai Haneesh
AI Product Manager & Co-founder at Manifestecx — building automation consoles and agentic workflows that bridge the gap between complex AI capabilities and practical business solutions.
I design and ship AI-powered products — from zero to MVP to real users. My work spans prompting and context engineering, agentic workflows, RAG & fine-tuning, product strategy, and GTM. I believe in practical innovation: tools that help people do their best work.
Location
United States
Born
July 21, 2001
Education
Trine University
Current
Co-founder
Skills & Expertise
A blend of technical depth and product intuition, focused on building AI solutions that scale from prototype to production.
AI & ML Expertise
- Prompt Engineering & Context Design
- LLMs & Generative AI
- Retrieval-Augmented Generation (RAG)
- Fine-tuning & Model Optimization
- Agentic Workflows & AI Agents
Technical Skills
- API Integrations & Automation
- Python, JavaScript, TypeScript
- React, Next.js, Node.js
- Vector Databases & Embeddings
- Cloud Platforms (AWS, GCP)
Product Strategy
- Product Roadmapping
- MVP Development & Prototyping
- User Research & Validation
- Go-to-Market Strategy
- Feature Prioritization
Leadership
- Cross-Functional Team Leadership
- Stakeholder Management
- Technical Communication
- Mentoring & Knowledge Sharing
- Strategic Planning
Interactive Skill Map
Click on any skill to see evidence and implementation details.
9
Prompt Engineering
AI/ML
8
Product Strategy
Product
8
Python
Technical
7
TypeScript/React
Technical
9
RAG Systems
AI/ML
9
Workflow Automation
Integration
7
Technical Leadership
Leadership
6
User Research
Product
Skill levels: 1-3 (Learning) • 4-6 (Competent) • 7-8 (Proficient) • 9-10 (Expert)
My Approach
I believe in building AI products that feel inevitable rather than innovative— tools so intuitive and useful that users can't imagine working without them. Every technical decision serves the ultimate goal: creating value for real people solving real problems.
The Journey
From curious kid in India to AI product builder in the US. Here's how my perspective on innovation evolved.
2001
2001
milestone
Vijayawada, India
Born in Vijayawada
Born curious and ambitious in Vijayawada, India. Even as a child, I was always questioning the "why" behind how things work.
2019-2023
2019-2023
education
VRSEC, India
Civil Engineering at VRSEC
Built a strong foundation in problem-solving and structured thinking. While learning about physical infrastructure, my mind was drawn to the unseen architecture of intelligence.
2023-2024
2023-2024
education
Trine University, USA
Engineering Management at Trine
Pursued Master's in Engineering Management at Trine University. Learned to bridge technical innovation with product execution—where my true calling became clear.
2024
2024
project
Built God Eye
Created an AI tool that lets users screenshot anything and query context directly from the image. A step towards making human-computer interaction as intuitive as sight.
2024
2024
project
Launched Oplay
Developed an AI-powered automation console where users can integrate 200+ apps and build workflows just by chatting. No code, no barriers—just pure creativity translated into execution.
Present
Present
work
Co-founder at Manifestecx
Building AI products that turn ideas into reality. Focused on practical innovation: tools that help people do their best work and think more clearly.
"Every step in this journey taught me that the best innovations come not from following trends, but from deeply understanding problems and having the courage to build solutions that matter."— Reflecting on the Path to AI Product Leadership
Verified Impact Metrics
Measurable results from shipped AI products. Click any metric to see verification details.
Growing
200+
App Integrations
Automated integrations across SaaS platforms through Oplay
Oplay
Verify
Growing
10,000+
Workflows Created
Total automation workflows built by users
Oplay
Verify
Stable
99%
Text Extraction Accuracy
OCR and context understanding accuracy rate
God Eye
Verify
Growing
90%
Workflow Creation Speed
Faster than traditional automation setup
Oplay
Verify
Growing
500+
Active Beta Users
Early adopters across both platforms
Both Projects
Verify
All metrics verified and documented
Core Values
The principles that guide my approach to building AI products and leading teams toward meaningful innovation.
Ship > Speculate
Ideas don't matter unless they're executed. I believe in building fast, learning faster, and iterating based on real user feedback.
Human-First AI
AI should enhance human creativity and productivity, not replace human judgment. The best AI tools feel like a natural extension of human thinking.
Solve Real Problems
Technology for technology's sake is noise. Every product should address genuine pain points and create measurable value for users.
Accessible Innovation
The most powerful tools should be simple enough for anyone to use. Complexity is the enemy of adoption.
Clarity Over Complexity
Simple solutions to complex problems are always preferred. If you can't explain it simply, you don't understand it well enough.
Measure Impact
Success isn't about features shipped or funding raised—it's about positive change in how people work and think.
"Innovation isn't about chasing trends—it's about having the courage to experiment, the wisdom to fail fast, and the persistence to build again."— On Building AI Products That Matter
Want to Learn More?
Download my resume for a detailed look at my experience, or reach out directly to discuss how I can help with your AI product initiatives.
Quick Skills Overview
AI/ML
- Prompt Engineering
- RAG Systems
- LLM Fine-tuning
- Agent Workflows
Technical
- Python, JavaScript
- React, Next.js
- API Integration
- Cloud Platforms
Product
- Strategy & Roadmaps
- MVP Development
- User Research
- Go-to-Market
Leadership
- Team Management
- Stakeholder Relations
- Technical Communication
- Strategic Planning
Performance & Quality Standards
This website is built with performance, accessibility, and user experience as top priorities.
98
Performance
Fast loading times and smooth interactions
100
Accessibility
WCAG 2.1 AA compliant with full keyboard navigation
100
SEO
Optimized for search engines with structured data
96
Best Practices
Modern web standards and security practices
Lighthouse Tested
Automated testing with Google Lighthouse
Low Carbon Footprint
Optimized for minimal environmental impact
Privacy First
No tracking, minimal cookies, GDPR compliant
Technical Implementation
Performance Optimizations
- • Next.js 14 with App Router for optimal bundling
- • Image optimization with WebP/AVIF formats
- • Code splitting and lazy loading
- • Preloading critical resources
- • Optimized font loading with display:swap
Accessibility Features
- • Full keyboard navigation support
- • ARIA labels and semantic HTML
- • High contrast color ratios (4.5:1+)
- • Reduced motion preferences respected
- • Screen reader optimized structure