AI Engineer from India — building language AI for 38M Odia speakers, on-device ML models for edge security, and privacy-first infrastructure. Also working on graph-native entity investigation and self-verifying AI agents.
I'm Sai Dutta Abhishek Dash — an AI Engineer based in Odisha, India.
I build at the intersection of language technology, on-device ML, and privacy-preserving infrastructure. My work spans model optimization (abliteration, distillation, quantization), AI agent tooling, security research, and self-hosted platforms. I maintain 46+ models and 22+ datasets on Hugging Face, and ship open-source projects that power production systems.
All projects, case studies, and services: sdad.pro
Blog: blog.sdad.pro
| Domain | Focus |
|---|---|
| On-Device ML | Sub-100KB inference models, edge deployment, model abliteration and quantization |
| Security | Phishing detection, forensic tooling, network monitoring, scam prevention |
| Language AI | Tokenizer optimization, model distillation, speech and translation for low-resource languages |
| AI Agents | Self-verifying coding agents, agent skills, workflow automation |
| Data Infrastructure | Graph-native entity resolution, provenance-first pipelines, public records indexing |
| Privacy | Zero-knowledge architecture, on-device processing, data sovereignty |
| 85+ Repos | 46 HF Models | 22 HF Datasets | AWS Certified |
|---|---|---|---|
| Open source shipped | Published on HF | Curated & public | Cloud Practitioner |
const sdad = {
name: "Sai Dutta Abhishek Dash",
alias: "instax-dutta / R4C3R",
website: "https://sdad.pro",
hf: "https://huggingface.co/saidutta69",
currentlyBuilding: [
"On-device ad blocker model for edge security",
"AgentLoop — self-verifying autonomy wrapper for coding agents",
"Odia-exclusive LLM family — tokenizer, model distillation, speech",
],
recentlyShipped: [
"Packet-Buddy — cross-platform network usage monitor",
"PhishScout — 131.5 KB on-device phishing URL detector",
"Forensic-Recovery — PowerShell forensic evidence acquisition tool",
"RedPillV1 — 1B parameter drug discovery fine-tune (Hugging Face)",
],
openFor: ["Technical collaborations", "AI infrastructure consulting", "Interesting projects"],
contact: "contact@sdad.pro"
};| Project | What it does |
|---|---|
| PhishScout | 131.5 KB on-device phishing URL detector. 90% precision, ~4ms per lookup. Powers network-level scam protection. |
| AdVig | On-device ad blocker model for edge deployment. |
| RaceBench | Making sub-3B models capable enough to replace frontier APIs in edge deployments. |
| RedPillV1 | Drug discovery and formulation fine-tuning pipeline. |
| Project | What it does |
|---|---|
| PhishTrap | Auto-refreshing phishing URL dataset. Fetches OpenPhish/Phishing.Database/PhishStats every 6h. 20k samples, 667 downloads. |
| Forensic-Recovery | Forensically-sound digital evidence acquisition. PowerShell, SHA-256. |
| Packet-Buddy | Cross-platform network usage monitor with real-time analytics. |
| Project | What it does |
|---|---|
| AgentLoop | Harness-agnostic, self-verifying autonomy wrapper for coding agents. Drives OpenCode/Kilo/Claude/Codex in a verify-gated loop with a held-out oracle. |
| MarkItDownJS | Universal document to Markdown conversion engine (PDF, DOCX, PPTX, XLSX, HTML, CSV, audio, EPUB). LLM-friendly output. |
| Ansora | Self-hostable, serverless blogging platform. Every post is a Markdown file, every save is a git commit. No database. |
| Project | What it does |
|---|---|
| Google Code Review | Google's official code review best practices, packaged as an AI agent skill. |
| Market Validator | Validate SaaS/product ideas by scraping real user complaints across 10+ platforms. |
| Brand Vibes | Apply any company's design language to your website. 66 brand profiles (Stripe, Linear, Vercel, Apple, Claude...). |
| GSD Skills | GSD workflow skills for opencode — plan, execute, ship, code-review, debug. |
| Only Skills You Need | One install command for every coding AI tool. |
Languages & Frameworks
AI & ML
Infrastructure
| Certification | Issuer | Year |
|---|---|---|
| AWS Cloud Practitioner | AWS | 2024 |
| AWS Bedrock — Build a Gen AI Chatbot | Udemy | 2024 |
| Amazon Bedrock Getting Started | AWS | 2024 |
| Amazon Q Developer | AWS | 2024 |
| Planning a Machine Learning Project | AWS | 2024 |
| Python for Data Science & Machine Learning | Udemy | 2024 |
| Project Management | LearnTube | 2024 |
