🚀 Lead Engineer | GenAI & Agentic AI Developer | Researcher

I specialize in building production-grade AI systems — from voice-first platforms to retrieval-augmented generation (RAG) pipelines — with 5+ years of experience in Generative AI, NLP, Computer Vision, and Autonomous Systems.

• 🧠 Architected AI-powered platforms using FastAPI, OpenAI Realtime API, Twilio, Redis, MongoDB, and Milvus RAG.
• 📊 Built Invoice Anomaly Detection & FP&A Variance Analysis Agents on Google Vertex AI.
• 📚 Designed SEBI RAG pipeline with hybrid retrieval (Jina v5 + BM25), ModernBERT reranking, and citation-constrained LLM generation.
• 🎤 Developed real-time voice AI contact center with sub-second latency using Twilio + OpenAI Realtime API.
• 🏆 Published 2 IEEE conference papers (one Best Paper award).
• 🎥 Expertise in Camera-LiDAR-Radar Fusion, ADAS, and Computer Vision.

Languages: Python, C/C++
Frameworks & Libraries: PyTorch, TensorFlow, Hugging Face, OpenCV, Scikit-learn, NumPy, Pandas
Platforms & Tools: Docker, FastAPI, Redis, Milvus, vLLM, Vertex AI, Google ADK, GitHub, VS Code, Linux
Domains: Generative AI, RAG, Agents, Computer Vision, Autonomous Driving, ADAS

• Lead Engineer @ HCL Technologies (2025–Present)

  • Built AI agents for invoice anomaly detection & variance analysis.
  • Architected multi-service AI contact center with real-time voice AI.

• Senior Software Engineer @ PathPartner (2021–2025)

  • Image stitching pipelines on Qualcomm devices.
  • Instance segmentation & multi-model architectures.
  • Deep learning kernel optimization for accelerators.

• Intern @ AgVerse Technology (2020)

  • Firebase telemetry pipelines & HMM-based parameter estimation.

• ClothFormer: Boundary Aware Self-attention Network for Human Outfit Parsing
• DCSP-RCNN: Person Detection with Color, Size & Pattern Parsing

• 📧 Email: kumar.shiv.pms@gmail.com
• 📱 Phone: +91 831-946-1975
• 💼 LinkedIn: linkedin.com/in/shivkumar950
• 📝 GitHub Projects: github.com/ms-kumar

✨ “Building AI that scales from research to real-world impact.”