Specializing in systems architecture, AI developer tooling, and distributed backend reliability.
Building deterministic low-overhead proxies, high-performance C++ graph engines, and autonomous agent systems designed for verifiable precision and zero-drift execution.
- 🔭 Current Role: Systems & AI Infrastructure Engineer / Open-Source Maintainer
- ⚙️ Actively Building: TokenDamper (LLM context optimization engine) & Attest (Autonomous prior-authorization multi-agent system)
- 🎯 Technical Focus: Distributed Systems · LLM Context Compression · Offline Static AST Analysis · Graph Algorithms · Deterministic CI Gates
| Component | Target / Environment |
|---|---|
| Identity | ojassug (Ojas Sugur) |
| Role & Status | Systems & AI Infrastructure Engineer · Available for high-impact roles |
| Core Focus | Distributed Systems • AI Developer Tooling • Compilers/AST Analysis |
| Workstation OS | Arch Linux x86_64 / Windows 11 (UCRT64) |
| Runtime & Toolchain | Node 22 LTS • Python 3.11+ • GCC 14 (C++20) |
| Cloud & Platforms | AWS (Bedrock, S3, EC2) • Microsoft Azure • Docker |
| Databases & Cache | PostgreSQL • Oracle SQL • Redis |
| Reliability Gate | 100% commit fidelity & zero-drift offline verification |
| Domain | Technologies & Tooling |
|---|---|
| Languages |        |
| Cloud & Infrastructure |      |
| Databases & Storage |     |
| Frameworks & Core Tooling |         |
| Repository / Project | Role & Focus | Tech Stack | Key Metrics / Architecture Highlights |
|---|---|---|---|
| TokenDamper | Creator & Maintainer Context Optimization Engine |
TypeScriptNode.jsMCP ProtocolVitest |
Universal context optimization proxy for AI coding assistants. Compresses and deduplicates context payloads before reaching LLMs while strictly preserving AST quote/bracket integrity with a zero-drift fallback gate. |
| Attest | Creator & Architect Healthcare Autonomous Agent |
Python 3.11+Amazon BedrockStrands SDKStreamlit |
Autonomous multi-agent graph architecture handling the prior-authorization (PA) lifecycle end-to-end: verifies clinical notes against payer criteria, tracks decision evidence, and auto-drafts appeal packages. |
| SeamCraft | Creator & Engine Developer Computational Graphics |
C++20SFML 3.0.2CMakeGCC 14/16 |
Interactive desktop application for content-aware image resizing. Models pixel matrices as directed graphs and animates dynamic Dijkstra shortest-path calculations for real-time minimum-energy seam carving. |
| PgLint | Creator & Lead Designer Database Migration Safety |
SQLPythonStatic AST AnalysisCI/CD Engine |
Deterministic, zero-dependency migration safety linter. Employs offline static AST analysis to intercept lock-inducing DDL changes in CI pipelines before production merges without requiring a live database. |
"Deterministic execution, zero-drift contracts, offline-first reliability."