IUH // DIMENSIONAL PORTAL SYSTEM
POLYPATH ARCHITECTURE • PROOF OF WORK

INJETI UDAYA HARSHA

Move cursor to reveal the underlying dimensional universe with liquid mask. Scroll down to dive through portals.

01 · CORE AI & AGENTIC 02 · DATA ENG & ANALYTICS 03 · GENERATIVE VISION & HOBBY
↓ SCROLL DOWN TO INITIATE DIVE
01 · CORE STACK MULTI-AGENT PROTOTYPE

FACTLENS VERIFICATION PROTOTYPE

Working LangGraph multi-agent prototype featuring parallel retrieval trio, Jaccard consistency scoring, and adversarial skeptic arbitration.

[0.2s INTAKE] Atomic factual claim decomposed into semantic propositions
[1.1s RETRIEVAL] LangGraph RunnableParallel triggers Scout, Archive & Extractor
[2.3s SKEPTIC] Counter-evidence anomaly flagged across historical corpus
[2.8s MODERATOR] CONTRADICTION CONFIRMED (CONSENSUS ARBITRATED)
PIPELINE: 12 AGENTS ENGINE: LANGGRAPH STATEGRAPH STACK: PYTHON · LANGCHAIN · FASTAPI · GEMINI
02 · CORE STACK AUTONOMOUS CAREER OS

JOB HELPER OS

Distributed cloud sync: Google Apps Script 5m webhook sensor + GitHub Actions runner, 2-tier extraction (₹0 regex + Sarvam 105b fallback with live INR telemetry), 7-stage ATS state machine, 4 Notion views & native Calendar sync.

1. Submit → 2. Review → 3. Screen → 4. Test → 5. Tech → 6. Final → 7. Offer
SYNC LATENCY: < 12ms REGEX / ~1.2s SARVAM TRIGGER: 5m GAS WEBHOOK • 9AM CRON STACK: PYTHON · GITHUB ACTIONS · GAS · SARVAM 105B · NOTION
03 · CORE STACK VOICE INTERVIEW AI

TALKATIVE DECOUPLED STACK

Sub-second decoupled voice interview engine replacing fragile Live API audio with Faster-Whisper GPU + Gemini Flash streaming.

860ms TURN-AROUND BENCHMARK
VAD GATE: 350ms ASR: WHISPER FP16 STACK: PYTHON · FASTER-WHISPER · GEMINI FLASH
04 · 2ND STACK COLUMNAR DATA ENGINE

DATA PROFILER

Enterprise data profiling engine crunching millions of rows in milliseconds with automated Data Health Scores & interactive visualizers.

DuckDBIn-Memory Columnar
FastAPIHigh Concurrency
React 18AG Grid & Charts
SPEED: MILLISEC BENCHMARKS LIVE DEMO: VERCEL ↗ STACK: DUCKDB · PANDAS · REACT 18 · TYPESCRIPT
05 · INTEREST & HOBBY SDXL LIGHTNING // 4-STEP

ARCANE STORYBOARD MATRIX

Distilled SDXL LoRA generating 1024×1024 cinematic storyboard keyframes in 2.45s with multi-angle camera continuity.

DUTCH TILT
WORM'S EYE
GOD VIEW
MACRO INK
FORESHORTEN
2.39:1 NOIR
LATENCY: 2.45s RESOLUTION: 1024² STACK: DIFFUSERS · PYTORCH · SDXL LORA · CUDA
01 FACTLENS
02 JOB HELPER
03 TALKATIVE
04 DATA PROFILER
05 ARCANE 3×3
ORBIT 01 · CORE AI & AGENTIC ORBIT 02 · DATA ENG & ANALYTICS ORBIT 03 · GENERATIVE VISION & HOBBY
ORBIT 01 · CORE TECH STACK

AI ENGINEERING & AGENTIC SYSTEMS

Primary Stack · Autonomous Swarms, MCP & Real-Time LLM Pipelines

◆ Agentic Orchestration: Multi-agent swarms, dual-adversarial arbitration & claim verification
◆ Model Context Protocol: Custom MCP servers, tool definitions & agent integrations
◆ LLM Inference: Gemini Flash streaming, function calling & structured JSON outputs
◆ Real-Time Audio: Sub-second decoupled voice pipelines (Faster-Whisper FP16 + VAD)
◆ Autonomous Automation: Real-time Gmail IMAP hooks, Apps Script & Notion SDK sync
Agentic Swarms MCP Protocol Gemini Flash Faster-Whisper Python 3.11 FastAPI Async WebSockets Notion SDK Kaggle GPU CUDA
ORBIT 02 · 2ND TECH STACK

DATA ENGINEERING & ANALYTICS

Secondary Stack · High-Throughput ETL & In-Memory Columnar DBs

◆ Columnar Analytics: DuckDB in-memory OLAP crunching millions of rows in ms
◆ ETL & Data Health: High-throughput pipelines, automated profiling & anomaly scoring
◆ Analytics Frontend: React 18, Vite, TypeScript & AG Grid Enterprise visualizers
DuckDB ETL Pipelines Pandas Polars React 18 TypeScript AG Grid FastAPI ASGI
ORBIT 03 · HOBBIES & INTERESTS

GENERATIVE VISION & DIFFUSION

Creative Focus · SDXL LoRA Fine-Tuning & Noir Cinematography

◆ Diffusion Modeling: Fine-tuned SDXL 1.0 LoRA adapters & PyTorch/Diffusers
◆ Accelerated Inference: 4-step Euler / DPM-Solver distilled generation (2.45s 1024²)
◆ Visual Direction: Multi-angle camera continuity, foreshortening & noir aesthetics
SDXL 1.0 LoRA Diffusers PyTorch Euler 4-Step CUDA Noir Storyboarding
CONTACT US ↗ LINKEDIN ↗ GITHUB ↗
IUH // MULTI-TIER PORTAL CONSTELLATION PORTAL DIVE FIELD · 3 CONCENTRIC TECH ORBITS