Gemini Guru
Ankush Sheoran - Founder of Gemini Guru

Author & Founder

Hi, I'm Ankush Sheoran.

M.Sc. in Artificial Intelligence & Data Science · Full-Stack Developer · Founder of AlgoCreative

Welcome to my digital workspace. If you are looking for high-quality, verified AI prompts, cutting-edge generative workflows, or practical insights into data science and creative technology, you are in the right place.

I don't just write about artificial intelligence; I build with it every single day.

Who Am I?

I am a Master of Science in AI & Data Science scholar and a passionate software developer with over 3 years of hands-on experience in algorithmic modeling, machine learning pipelines, and modern web application development.

My journey began with a deep fascination for code—developing custom tools with Python, R, and modern JavaScript frameworks—and evolved into an obsession with generative model architectures. Today, alongside my studies and research, I run AlgoCreative, a creative digital agency where we help brands and creators scale through precision web development, video production, and high-impact SEO engineering.

Why Gemini Guru Exists

The world of Artificial Intelligence is exceptionally noisy. There are thousands of superficial prompt collections online that generate washed-out, generic, or distorted images because they haven't been empirically tested against actual diffusion model constraints.

I built Gemini Guru to bridge the gap between complex prompt engineering syntax and effortless user creativity. Every guide published on this platform adheres to three strict principles:

  • Empirical Testing: Every prompt formula is run and verified on Google Gemini (Imagen 3) and ChatGPT (DALL-E 3 / GPT-4o) before publication. If a prompt doesn't consistently deliver high aesthetic fidelity, it doesn't get published.
  • Likeness & Facial Realism: We emphasize parameter recipes that preserve human facial structure, natural skin textures, and lighting realism while eliminating plastic skin and deformed anatomy.
  • Zero Fluff & 100% Free Access: Straightforward, copy-paste prompts with exact camera lens settings, lighting instructions, and interactive generators—completely free without subscription paywalls.

Technical Expertise & Background

  • Academic Focus: Deep Learning, Natural Language Processing, Diffusion Models, and Statistical Machine Learning.
  • Programming & Tooling: Python, TypeScript, PyTorch, Astro, Next.js, Node.js, and Tailwind CSS.
  • Generative Model Architectures: Google Imagen 3, Gemini 1.5 Flash/Pro, OpenAI GPT-4o, Midjourney, and Stable Diffusion.
  • Digital Agency: AlgoCreative (Web Engineering, Media Creation, Technical SEO).

Editorial & Testing Methodology

When preparing prompt guides for Gemini Guru, I employ a systematic testing protocol:

  1. Base Composition Draft: Structuring the subject, environment, lighting, and camera optics into modular prompt syntax.
  2. Negative Constraint Tuning: Identifying model failure points (such as over-saturation, blurry eyes, or cartoonish textures) and adding targeted negative descriptors.
  3. Multi-Seed Reproduction: Running batches of 4-10 generations across varied aspect ratios to confirm the prompt's reliability for users worldwide.
  4. Final Curation & Local Hosting: Generating high-resolution preview renders, saving them locally for instant page loads, and documenting the exact parameter formula.

Let's Connect & Collaborate

Whether you are a developer looking to collaborate, a brand needing a high-performance web platform, or an AI creator looking to push generative boundaries, I would love to hear from you: