AI/ML Engineer • AGI & Agent Infra • MLOps • Generative AI • Tech Blogger 🔧 Building intelligent systems from data pipelines to edge‑deployed agents.
With expertise spanning end‑to‑end AI stacks, I specialize in architecting systems that power mission‑critical workflows at scale:
- 🧩 AGI & Generative AI: Custom fine‑tuning of foundation models (GPT‑4/5, Gemini, LLaMA) for chatbots, code generation, image synthesis, and agent‑driven automation.
- 💬 NLP & Chatbot Frameworks: Retrieval‑Augmented Generation (RAG) pipelines with LangChain / LlamaIndex, prompt engineering, memory and specialized reasoning.
- 🛠️ MLOps & Infrastructure: CI/CD for models (Docker, Kubernetes, MLflow, W&B), performance optimization, cost tuning for inference on cloud and edge.
- 🌐 Intelligent Systems & Edge AI: Streaming data pipelines (Kafka, Pulsar), lightweight TensorFlow Lite or ONNX agents deployed on Jetson / Raspberry Pi.
- 📊 Viz & Explorability: Build dashboards and model interpretability tools using Plotly, Seaborn, Streamlit, Grafana, and embedded trace visualizers.
| Category | Tools & Frameworks |
|---|---|
| Generative AI & Foundation Models | OpenAI API (GPT‑4/5) • Google Gemini • LLaMA 3 • Claude 3 • Stable Diffusion XL |
| Frameworks & Agent Pipelines | LangChain • LlamaIndex • Hugging Face Transformers • PyTorch Lightning • TensorFlow |
| MLOps & Monitoring | Docker • Kubernetes (K8s) • MLflow • Weights & Biases • Argo • Prometheus & Grafana |
| Data & Storage | PGVector / Pinecone / Milvus • PostgreSQL / Redis • Kafka / Pulsar |
| Edge & Deployment | ONNX Runtime • TensorFlow‑Lite • NVIDIA Jetson / x86 edge nodes • AWS SageMaker • Azure OpenAI • Vertex AI |
| Visualization & Dashboards | Plotly / Dash • Streamlit • Seaborn • Grafana • Holoviews • Plotly • d3.js for interactive explainability |
- PhysioAI — A fine‑tuned LLM that provides personalized physiotherapy routines via GPT‑based chat interface.
- ChatbotX — A multi-turn, agent‑oriented RAG pipeline integrating multiple document domains with long‑term memory.
- EdgeVision — Real‑time vision models deployed on Jetson Nano, optimized with INT8 quantization for sub‑100 ms inference.
- 🚀 Designed AGI‑style agents capable of autonomously completing multi-step tasks (e.g. AutoGPT workflows).
- 🛡 Implemented governance & accuracy layers in generative pipelines: token‑level logging, bias/fact‑check filters, daily telemetry dashboards.
- ⚙️ Built vector DB pipelines handling millions of embedded documents using Pinecone + Weaviate; retrieval accuracy improved 15 % via prompt chaining optimizations.
If my tools help you innovate, feel free to show support:
- UPI:
9687522696@upi - PayPal: paypal.me/bhavikjikadara