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🧠 About Me

Applied GenAI & AI Research Engineer with nearly 2 years of hands-on, production experience at Brainy Neurals, building systems that go from PoC to deployment β€” not just demos. I specialize in the full stack of modern AI: LLMs, RAG pipelines, AI agents, computer vision, and intelligent automation orchestration.

I bridge business requirements with advanced AI architectures, delivering systems that operate at scale β€” whether that's analyzing railway infrastructure at 90 km/h, processing 2,500+ refund disputes per week autonomously, or running 30-stage AI-driven B2B sales sequences with zero human intervention.

Research-driven. Execution-focused. Production-obsessed.

πŸš€ What I Build

Domain What I Do
πŸ€– LLM Systems End-to-end RAG pipelines, MCP-based rich-context workflows, knowledge graph-driven querying
🧩 AI Agents Multi-agent orchestration with LangChain, LangGraph, n8n β€” fully autonomous business process automation
πŸ‘οΈ Computer Vision Real-time detection, depth-based measurement, pose estimation, video analytics at production scale
🎨 Generative AI Image generation (SDXL + IP-Adapter), super-resolution (Real-ESRGAN), real-time talking avatars
πŸŽ™οΈ Voice & Speech AI Real-time speech-to-speech with GPT-4o Realtime, Faster-Whisper ASR, NeMo diarization
βš™οΈ MLOps & APIs FastAPI/Flask backends, Docker deployments, scalable GPU pipelines, cloud delivery (AWS S3)

πŸ› οΈ Tech Arsenal

πŸ€– AI / ML & Deep Learning

Python PyTorch OpenCV YOLO MediaPipe Faster Whisper NVIDIA NeMo TensorRT FAISS

🌌 GenAI & LLMs

LangChain LangGraph OpenAI Gemini Stable Diffusion Real-ESRGAN RAG MCP FinBERT ElevenLabs

βš™οΈ Orchestration & Automation

n8n LangGraph APScheduler Playwright

πŸ—οΈ Backend, Data & Cloud

FastAPI Flask Neo4j MongoDB PostgreSQL BigQuery AWS S3 Docker CUDA


πŸ† Production AI Projects

17 production-grade AI systems built and deployed across EdTech, FinTech, Railway, E-Commerce, B2B Sales, Sports Analytics, and more.


πŸŽ™οΈ 1. Australian English AI Tutor β€” EdTech Speech AI

Real-time, bi-directional voice AI tutor with specialized Australian accent coaching, automated pronunciation scoring, and session analytics.

GPT-4o Realtime API STT/TTS Streaming WebSockets FastAPI MongoDB Flutter


πŸ—οΈ 2. AI Floor Planning Agent β€” Architecture / Civil

Text-to-floorplan agent using spatial reasoning to convert natural language room descriptions into AutoCAD DXF files β€” first draft in seconds, not hours.

Google Gemini LangChain Pydantic Python Geometry Engine Ezdxf


πŸ“ˆ 3. Real-Time Multi-Source Stock Signal Predictor β€” FinTech

Unified trading intelligence engine combining news/social scraping, YouTube transcription, RSI/MACD/Volume signals, and a custom fine-tuned LLM into a single confidence-scored dashboard.

FinBERT VADER Custom Quantized LLM Faster-Whisper FastAPI Plotly PostgreSQL


πŸš‚ 4. Railway OHE Measurement System β€” Industrial AI

Real-time YOLOv11 + ZED stereo vision system measuring overhead wire height, stagger, and gradient parameters at 90 km/h with GPS location tagging and automated CSV reporting.

YOLOv11 ZED Stereo Vision SDK CUDA OpenCV PyQt6

🎯 Targeted 50% reduction in pantograph wear · Eliminated manual inspection walking · Zero track possession required


πŸ“£ 5. AI Marketing Engine β€” E-Commerce

End-to-end generative ad creative engine: scrapes product pages β†’ generates AIDA scripts β†’ produces AI images, videos, and voiceovers β†’ delivers to AWS S3. 90% reduction in manual creative effort.

GPT-4.1 / GPT-5 Fal.ai ElevenLabs n8n AWS S3 FastAPI


πŸ§‘β€πŸŽ¨ 6. AI Fantasy Avatar Generator β€” Generative Media

Identity-preserving avatar engine using SDXL + IP-Adapter-FaceID. Turns user photos into fantasy-world avatars while maintaining facial identity via InsightFace embeddings and SSIM quality filtering.

Stable Diffusion XL InsightFace IP-Adapter-FaceID FastAPI PyTorch


🎀 7. Automated Meeting Intelligence System β€” Corporate AI

Multi-speaker transcription, diarization, noise removal, and AI-generated structured meeting summaries β€” integrated with Zoom. Instant meeting minutes with zero manual note-taking.

Faster-Whisper NVIDIA NeMo Demucs Google Gemini PyTorch


πŸ‘• 8. Virtual Shoulder Measurement Tool β€” Fashion Tech

Camera-based shoulder measurement engine using MediaPipe Pose + Face Mesh for pixel-to-cm conversion and size recommendation β€” deployable on any standard consumer device.

MediaPipe Pose Face Mesh OpenCV NumPy


πŸ”© 9. Elevator Parts Similarity Search β€” Industrial AI

Visual similarity search engine for thousands of elevator SKUs using EfficientNet-B0 feature embeddings and FAISS retrieval, returning ranked matches in seconds.

EfficientNet-B0 FAISS PyTorch Streamlit


πŸ“§ 10. AI Lead Nurturing Automation β€” B2B Sales

30-stage automated AI follow-up engine with reply detection, business-day-aware sequencing, CRM-based personalization, and tone progression (casual β†’ assertive β†’ direct). 10–15 hours of weekly manual work eliminated.

GPT-4.1 n8n Gmail API Google Sheets API HighLevel CRM


πŸ’° 11. Automated Financial Reporting & QuickBooks Integration β€” FinTech

Natural language β†’ SQL β†’ BigQuery execution β†’ finance report β†’ QuickBooks-ready journal entries. Processing time reduced from hours to under 1 minute. 95% manual workload reduction.

GPT-4.1 BigQuery FastAPI AWS S3 n8n


πŸ€– 12. Real-Time Talking Avatar β€” Conversational AI

Lip-synced real-time avatar engine combining GPT-4o Realtime API with diffusion-based motion synthesis for hyper-realistic AI-driven customer interactions from static images.

LIA Diffusion GPT-4o Realtime HuBERT PyTorch CUDA


πŸ—οΈ 13. Civil Beam Counting Automation β€” Construction AI

PDF beam extraction engine using regex + spatial proximity logic to detect, count, associate beam lengths, and output annotated audit PDFs. Hours of manual work reduced to seconds.

PyMuPDF Python Regex Gradio


πŸ’Ό 14. LinkedIn Research Automation Pipeline β€” Content AI

arXiv scraping β†’ PDF parsing β†’ AI summarization β†’ scheduled LinkedIn publishing. Fully automated thought leadership pipeline running 3 posts/week with zero manual drafting.

Gemini 2.0 Flash FastAPI APScheduler LinkedIn API


πŸ–ΌοΈ 15. AI Image Super-Resolution System β€” Digital Media

2x/4x upscaling engine for images and video with face restoration, noise removal, and tiling support for memory efficiency β€” enabling 4K-ready asset generation from legacy sources.

Real-ESRGAN GFPGAN PyTorch FFmpeg


πŸ§‘β€πŸ’Ό 16. NeuroHire β€” Graph-Based AI ATS β€” HR Tech

Knowledge graph-powered ATS with semantic JD matching, OCR fallback parsing, and conversational database querying. 90% reduction in screening time.

Gemini 2.0 Flash Neo4j FastAPI LangChain


πŸ€ 17. AI Basketball Analytics β€” Sports AI

End-to-end automated basketball video intelligence: multi-player tracking, team classification, event recognition (shots/assists/steals/blocks), zone-aware scoring, per-player CSV stats, and auto-generated highlight clips. Targeting 600k+ games/year at scale.

DeepStream TensorRT YOLO RF-DETR PyTorch FastAPI AWS S3 LangChain Gemini


πŸ’Ό Experience

Senior AI Engineer         β”‚ Brainy Neurals       β”‚ April 2026 – Present
AI Research Engineer       β”‚ Brainy Neurals       β”‚ June 2024 – April 2026
Teaching Assistant         β”‚ IIIT Vadodara        β”‚ Sep 2023 – May 2024
Django Developer           β”‚ Sarva Suvidhaen      β”‚ Sep 2023 – Oct 2023
AI Intern                  β”‚ IBM (AICTE/Edunet)   β”‚ Jun 2023 – Jul 2023
Python Developer           β”‚ Arth Infosoft        β”‚ Jan 2023 – May 2023
Django Developer           β”‚ Grownited Pvt. Ltd.  β”‚ Jun 2022 – Jul 2022

πŸŽ“ Education

πŸŽ“ M.Tech in Artificial Intelligence β€” Indian Institute of Information Technology Vadodara (2023 – 2025)

πŸŽ“ B.E. in Information & Communication Technology β€” L.J. Institute of Engineering & Technology (2019 – 2023)


πŸ“œ Certifications

  • πŸ† Microsoft Learn AI Skills Challenge
  • βœ… Prompt Compression and Query Optimization
  • βœ… Introduction to Relational Databases and SQL
  • βœ… Introduction to Blockchain Technologies

πŸ“Š GitHub Stats

Rushabh's GitHub Stats

GitHub Streak

Top Languages


🎯 Vision

Unlock intelligence from audio, vision, and text β€” automate decision-making β€” and bridge the gap between cutting-edge AI research and real-world business execution.


πŸ“« Open to collaboration on GenAI products, agentic automations, and deep learning deployments.

rushabhshah122000@gmail.com Β· LinkedIn Β· Portfolio

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