AI GUIDE

πŸ‘‹ Welcome! I'm Venkat's AI Assistant. Let's explore the production AI systems!

AI Robot Companion
> Building Secure AI Infrastructure

Architecting production AI systems.

AI/ML Engineer specializing in Computer Vision and Deep Learning with 2+ years of experience developing and deploying production-scale AI systems serving 23M+ users across 22 states. Specialized in multi-agent orchestration (Bummer), research-driven security AI (SPoD/iDetect), and scalable AI guardrails for production environments.

AI Systems Architecture Visualization
Python FastAPI TensorFlow PyTorch Docker Kubernetes CI/CD Redis FAISS LangGraph Ollama Guardrails AI Spring Boot PostgreSQL Python FastAPI TensorFlow PyTorch Docker Kubernetes CI/CD Redis FAISS LangGraph Ollama Guardrails AI Spring Boot PostgreSQL

Featured Projects

Bummer Platform

A comprehensive AI orchestration ecosystem integrating autonomous Sales Agents, Voice-AI, and centralized Client Dashboards for end-to-end automation.

πŸ’Ό Sales Agent

Autonomous outreach

πŸŽ™οΈ Voice Agent

Real-time synthesis

🌐 Agent Mesh

Orchestrated logic

πŸŽ›οΈ Client Hub

Admin control
Bummer Multi-Agent Ecosystem
MedAura Healthcare AI

πŸ₯ MedAura

AI-Powered Healthcare Platform. Intelligent medical assistant integrating symptom analysis, clinical decision support, and real-time care recommendations for healthcare providers and patients.

Healthcare AI NLP Spring Boot
TransBot AI Chatbot

πŸ€– TransBot

Offline AI Chatbot Terminal. Retrieval-Augmented Generation (RAG) powered assistant designed for fully offline deployment using local LLMs to deliver accurate transport and vehicle information.

Offline LLM RAG Local Inference

Security & Biometric Systems

SPoD Vehicle Authentication

πŸš™ SPoD

Vehicle Image Authentication System. Custom research outcome detecting "photo-of-photo" fraud using moirΓ© pattern analysis, wavelet decomposition, and texture analysis with a custom CNN model. Restricts digital fraud in high-stakes vehicle verification workflows.

Anti-Spoofing Wavelet Analysis MoirΓ© Detection
iDetect Facial Authentication

πŸ”’ iDetect

Facial Recognition & Authentication. Advanced biometric identity verification featuring wireframe mesh detection, liveliness checks, and anti-spoofing algorithms for secure access control and identity verification applications.

Facial Mesh Biometrics Liveness Check

Computer Vision & Automation

ATS Vehicle Inspection

πŸ”§ ATS (Automatic Testing System)

AI Vehicle Inspection Platform. AI-driven vehicle testing and compliance analysis system built to automate inspection workflows and improve accuracy in automated testing centers.

Automation Inspection Compliance
OCR API Platform

πŸ“„ Production OCR API Platform

Scalable Document Processing. Multi-engine OCR backend supporting images and PDFs, built for high-volume document digitization and structured data extraction pipelines.

Scalable API Tesseract EasyOCR
ACCID Accident Identification Dashboard

🚨 ACCID: Accident Detection

Validation Engine for AMA RASTHA WhatsApp Bot. Mission-critical computer vision system built for the Transport Department (Government of Odisha / STA). Automates real-time road accident detection, collision severity classification, and anomaly speed vector analysis as an intelligent incident validation module for rapid emergency dispatch.

Accident Detection AMA RASTHA STA Odisha YOLO
Seatbelt Detection & ITMS Dashboard

πŸ›‘οΈ Seatbelt Detection System (ITMS)

Live Video Feed Traffic Violation Processing. Integrated into ITMS (Intelligent Traffic Management System) across Bhubaneswar, Odisha. Processes high-speed multi-lane CCTV video streams in real time to detect driver seatbelt non-compliance, unified directly with our custom ANPR plate extraction pipeline.

Live Video Processing Seatbelt Detection ITMS Bhubaneswar ANPR Extraction
AutoPlateX Dashboard

AutoPlateX

AI Vehicle License Plate Detection. A real-time computer vision system for automatic number plate detection and text extraction specifically for Indian vehicles. Designed for traffic monitoring, enforcement automation, and smart transport systems.

YOLO Real-time Vision Indian Plate Recognition

System Architecture

Scalable API Architecture

Scalable API Mesh Architecture

Orchestrated container cluster with NGINX load balancing, multi-instance API pods, Redis state management, and shared persistent volumes for model weights and logs.

Request Lifecycle Diagram

Request Lifecycle & Orchestration

Sequence of high-speed processing for spoof detection: Auth validation β†’ Base64 decoding β†’ ML Inference β†’ FileSystem Persistence β†’ Structured Logging.

Research & Publications

πŸ“˜ Book Chapter October 2025
πŸ‘οΈ

Enhancing Glaucoma Detection: A Customized CNN Combining InceptionV3 & VGG-16

Custom hybrid CNN architecture combining InceptionV3 and VGG-16 feature extractors for automated fundus image screening, optic cup/disc segmentation, and glaucoma classification.

Fundus Image Vision Dual CNN Fusion
Authors
Debendra Muduli Β· K. Rahul Β· Venkata Durga Kondepudi Β· Santosh Kumar Sharma
⚑ IEEE Conference November 2023
πŸ”¬

Enhancing Monkeypox Skin Lesion Detection: Fusion of VGG-16 & Xception with SVM

Multi-model feature fusion of VGG-16 and Xception deep networks paired with an optimized SVM classifier achieving 97.0% diagnostic accuracy on skin lesion datasets.

97.0% Accuracy SVM Classifier
Authors
Debendra Muduli Β· A.V.S.C. Naidu Β· Venkata Durga Kondepudi Β· Santosh Kumar Sharma
IEEE 3rd Intl. Conf. on Applied Electromagnetics, Signal Processing & Communication (AESPC 2023)
⚑ IEEE Conference November 2023
🧠

Automated Diagnosis of Brain Tumor Based on Deep Learning Feature Fusion

Multimodal deep learning feature fusion on MRI scans providing automated tumor segmentation, classification, and robust clinical diagnostic screening with high precision.

MRI Neuroimaging Feature Fusion
Authors
Venkata Durga Kondepudi Β· Debendra Muduli Β· K Rahul Β· Santosh Kumar Sharma
IEEE 3rd Intl. Conf. on Applied Electromagnetics, Signal Processing & Communication (AESPC 2023)

Awards & Recognitions

πŸ†
Technology Sabha Excellence Awards 2026
2026

Technology Sabha Excellence Awards

Conferred for iDetect (AI contactless licensing & biometric verification). Felicitated by the Transport Commissioner alongside the Additional Transport Commissioners (Technical & Road Safety), STA Odisha.

National Recognition AI Innovation
Official Post by STA Odisha on X (Twitter) β†—
πŸ₯‡
ETGovtech Awards 2026
2026

ETGovtech Awards

Recipient for AI-driven public sector digital transformation β€” recognized for deploying intelligent systems that serve millions of citizens across government platforms.

Digital Transformation GovTech
πŸŽ–οΈ
6th Digital Transformation Summit & Awards 2025
2025

6th Digital Transformation Summit & Awards

Honored for large-scale AI deployments β€” production systems processing 8.7M+ images and serving 23M+ users across 22 states.

Summit Award Scale Excellence

Experience & Background

23M+
Users Served
22
Indian States
8.7M+
Images Processed
400K+
Daily Requests
05/2024 β€” Present

Software Developer II (AI/ML & MLOps)

Akal Information Systems Ltd (Client: NIC, Govt. of India) β€” Bhubaneshwar

08/2020 β€” 05/2024

B.Tech in CSE (AI & ML)

C V Raman Global University, Odisha β€” CGPA: 9.17 / 10.0

VenkataDurgaKondepudi_resume.pdf

Full CV with work experience, projects, skills, and publications

⬇ Download Resume πŸ‘ View PDF

The 2026 AI Engineer Framework

Pillar 1: Core Engineering

  • Transformer Architectures & Attention
  • LLM Application Dev (OpenAI, Gemini)
  • Vector Search & RAG (FAISS, Chroma)
  • PyTorch & HuggingFace Ecosystem
  • Prompt Engineering & LangGraph
LLM & RAG Systems95%
Computer Vision90%

Pillar 2: Production & MLOps

  • CI/CD Pipelines: GitHub Actions & Jenkins
  • Orchestration: Docker Swarm & Kubernetes
  • Cloud Architecture (AWS, GCP, Azure)
  • Versioning & Model Monitoring
  • Production-grade API Design (FastAPI)
Docker & CI/CD92%
API Architecture94%

Pillar 3: AI Security & Safety

  • AI Security & Ethical Guardrails
  • Model Alignment & Evaluation (Evals)
  • Output Verification & Hallucination Defense
  • Complex Problem Solving & Design
  • Stakeholder Communication
Guardrails & Safety88%
Anti-Spoofing Research91%

Let's build something intelligent.

I am currently open for high-impact AI engineering and production systems collaboration.