Services Projects Skills Experience Contact Me
Available for Freelance · Open to Projects

AI/ML Engineer
& DevOps Expert

I'm Jeevan Prakash Madabattula — I build production-grade computer vision, voice AI pipelines, and scalable video infrastructure. 3+ years shipping real systems at scale.

10K+
Cameras Managed
95%
Model Accuracy
10×
Inference Speedup
3+
Years in Prod
Jeevan Prakash Madabattula

Freelance Services

End-to-end AI, ML, and infrastructure solutions — ready to deploy.

🎯

Computer Vision Systems

Object detection, face recognition, ANPR, safety monitoring with YOLO, RetinaFace, TrOCR — deployed at production scale with 95%+ accuracy.

🎙️

Voice AI & LLM Agents

End-to-end multilingual voice agents with STT, LLM reasoning, and TTS. IVR, PSTN/SIP integration via LiveKit, Twilio, and Telnyx.

📹

Video Infrastructure & VMS

Scalable VMS supporting thousands of camera streams with MediaMTX, FFmpeg, RTSP/HLS/WebRTC and real-time Grafana dashboards.

Model Optimization

TensorRT, ONNX, and Triton Inference Server workflows. Sub-100ms latency and up to 10× speedup on NVIDIA, Intel, and Qualcomm hardware.

☁️

DevOps & Cloud

Docker, Kubernetes, AWS (EC2/S3/SES), CI/CD, Prometheus/Grafana monitoring, and automated alerting for production AI workloads.

🔗

AI-Powered Backend APIs

FastAPI/Flask with WebSocket support, PostgreSQL/MongoDB/Redis, and real-time data pipelines — production-hardened and containerized.

🌐

Web Application Development

Full-stack web apps built for performance and scale — responsive UIs, RESTful APIs, authentication, and cloud deployment. From landing pages to complex dashboards, delivered production-ready.

📱

Mobile App Development

Cross-platform mobile apps for Android and iOS using React Native. Smooth UX, offline support, push notifications, and seamless API integration — optimized for real-world usage at scale.

🚀

Scalable SaaS & Product Builds

End-to-end product development from MVP to production — multi-tenant architecture, subscription billing, role-based access, and auto-scaling infrastructure. Built to grow with your business.

Featured Projects

Real systems built and running in production environments.

🏆 Flagship

Large-Scale Video Monitoring System

Distributed VMS supporting 10,000+ cameras across 50+ centers. Real-time Grafana dashboards, AWS SES alerting, and a Bash pipeline that processed 70,000+ video files.

MediaMTXFFmpegAWSGrafanaDocker
🎙️ Voice AI

AI Voice Agent Platform (Nemotron)

Multilingual voice agent with Indic Conformer STT, Qwen 2.5 LLM, and Svara TTS on LiveKit Cloud. Customer support, sales, and helpdesk agents with auto-recovery.

LiveKitvLLMFastAPIWebRTCTwilio
🚗 Vision

Automatic Number Plate Recognition

YOLOv5 + TrOCR pipeline improving accuracy from 30% → 95%. Multi-line plate handling, deployed on NVIDIA Triton for high-throughput inference.

YOLOv5TrOCRTritonONNX
👷 Safety AI

Construction Workers Safety System

Real-time PPE violation detection with YOLOv5. Automated WhatsApp Business API and email alerts. Containerized for multi-site deployments.

YOLOv5WhatsApp APIFastAPIDocker
🧠 Face AI

Face Recognition & Detection Pipeline

99%+ accuracy face recognition using RetinaFace + InsightFace. Kubernetes deployment with autoscaling and ONNX-optimized Triton inference.

RetinaFaceInsightFaceKubernetesONNX
⚡ Optimization

Model Inference Optimization Pipeline

PyTorch/TensorFlow → TensorRT conversion with 5–10× speedup. Sub-100ms latency for complex CV models in production using CUDA optimization.

TensorRTONNXCUDATriton

Technical Skills

Technologies I use daily across AI, infrastructure, and backend systems.

AI / Computer Vision
YOLOv5OpenCV RetinaFaceInsightFace TrOCREfficientDet Faster R-CNNDeepSORT
LLM & Voice AI
Qwen 2.5vLLM Indic ConformerSvara TTS LiveKitTwilio RAGWebRTC
ML Frameworks
PyTorchTensorFlow TensorRTONNX OpenVINOTriton Scikit-learnNumPy
DevOps & Cloud
DockerKubernetes AWS EC2/S3/SESGrafana PrometheusGitHub Actions CI/CDLinux
Video & Streaming
MediaMTXFFmpeg RTSPHLS WebRTCDASH
Backend & Databases
FastAPIFlask PostgreSQLMongoDB RedisWebSocket PythonBash

Work Experience

Professional journey building AI systems that scale.

AI/ML Engineer & DevOps Infrastructure Specialist
DeepSight AI Labs · Delhi, India
Mar 2023 – Present
  • Architected a distributed VMS using MediaMTX & FFmpeg supporting 10,000+ cameras, reducing hardware costs by 60%.
  • Built an AI-powered multilingual voice agent platform (Nemotron) deployed on LiveKit Cloud with Indic Conformer, Qwen 2.5, and Svara.
  • Achieved 95% accuracy across object detection, OCR, and face recognition models for real-time production scenarios.
  • Reduced inference time by 40% benchmarking YOLOv5, EfficientDet, Faster R-CNN for tamper detection.
  • Integrated AI models with Intel OpenVINO, NVIDIA Triton, and Qualcomm devices for optimized edge inference.
  • Built monitoring for 3,800+ camera deployments with Grafana, Prometheus, and custom alerting pipelines.

Let's Work Together

Available for freelance projects in AI/ML, computer vision, voice AI, and DevOps. Let's build something great.

Ready to start your project?

Reach out through any of the channels below — I typically respond within 24 hours.