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Rohan5manza/README.md
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> the algorithmic alchemist

Website LinkedIn YouTube Instagram Email


> whoami

class Rohan:
    role        = "AI Engineer & Author"
    school      = "MS in Artificial Intelligence @ SUNY Buffalo"
    based_in    = "wherever curiosity takes me"
    obsessed_by = ["neural networks", "deep learning", "computers", "general relativity", "quantum mechanics", "first-principles thinking", "the path to AGI"]
    builds      = ["AI products", "software apps", "books", "homelab infra"]
    motto       = "obsession > motivation"

I treat AI, math, and code as tools to solve mysteries, find hidden patterns, and build cool things by trying out new stuff. I don't chase motivation — I run on obsession, ambition, and a refusal to settle for mediocre.


// currently_working_on

+ Cadence            → a new iOS app coming soon.
+ Homelab v2         → more self-hosted services, deeper devops
+ Research rabbit    → obsessing over frontier AI breakthroughs
+ Writing            → my next book

// authored_books

Self-published on Amazon. Fiction, non-fiction, philosophy, and one deep learning textbook.

Title Genre
📘 Deep Learning Deciphered — neural networks explained through the lens of Sherlock Holmes Technical
🔍 Grounds For Suspicion: A Julius Brandt Murder Mystery — a whodunit in the spirit of the classics Mystery
💱 The Incentive Engine: Capitalism Works (Yes, Really) — three rivals, one collapsing reserve currency, the universe as a balance sheet Sci-Fi
🐢 Achilles and the Tortoise: Dialogues on a Godless Universe — faith vs. science, in the spirit of classic philosophical dialogues Philosophy

// featured_projects

AI-powered nutrition app for Android. Check it out on Google Play Store now! Custom computer-vision models that identify 260+ foods in real time, barcode scanner, meal planner generating across 2M+ recipes daily, and full progress tracking. Built end-to-end under my startup Tensorbuilds — PyTorch models trained from scratch, React Native frontend, deployed on Oracle Cloud.

PyTorch · Computer Vision · React Native · Oracle Cloud · Ubuntu

Personal homelab on bare-metal Proxmox. Self-hosted containers + VMs, reverse proxies, Cloudflare tunnels, SSL cert management, custom subdomain routing. A deep dive into the unglamorous side of devops.

Proxmox · Docker · Linux · Cloudflare · Nginx

Object detection with transfer learning — experiments across pretrained models plus a novel iterative fine-tuning approach for custom datasets. Full technical report in the repo.

PyTorch · YOLO-NAS · Transfer Learning


// tech_stack

languages:    [Python, C++]
ml_dl:        [PyTorch, scikit-learn, OpenCV, HuggingFace]
ai_apps:      [LangChain, RAG, Vector DBs, LLM fine-tuning]
mobile_web:   [React]
infra:        [Docker, Proxmox, Linux, Cloudflare]
data:         [NumPy, Pandas, MongoDB]

// writing_&_more

  • ✍️ Blog — essays on cinema, travel, tech, and whatever I'm obsessing over this week
  • 📺 YouTube — videos about what I do
  • 🍳 Macros with Flavor — high-protein recipes (cookbook in the works)

// github_stats

Rohan's GitHub stats

Top Langs

GitHub Streak


> "My dream is to build superintelligent AI systems that can recursively improve themselves and usher us into an age of unstoppable technology singularity"

> end_of_transmission_

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