Raman h.

💼 Full-Stack AI/ML Consultant | Generative AI Architect | SaaS & Product Builder | Cloud & DevOps Expert | 15+ Yrs Experience I help startups and enterprises design, build, and scale AI-powered platforms and SaaS applications using modern tech stacks, cloud-native tools, and Generative AI. Whether you're building from scratch, optimising legacy systems, or launching your next AI product, I bring the cross-functional expertise to get it done fast and right. What I Do Best: 🔹 AI/ML & Generative AI ⦿ LLMs(Llama 2/3/4), GPT-3/4, ⦿ Langchain, LangGraph, LlamaIndex ⦿ RAG (ReAct, Simple, Self, Agentic, etc) ⦿ Custom NLP/NLU models, Transformers, Chatbots, Text Analytics ⦿ End-to-end ML pipelines (training, fine-tuning, deployment) ⦿ ML agents: research, sales, assistants, automation bots 🔹 Software & Full Stack Development ⦿ Backend: Python, FastAPI, Flask, Django, Node.js ⦿ Frontend: Gradio, Streamlit, React, Angular, Vue.js, Tailwind, Bootstrap ⦿ Databases: Redis, PineCone, Chroma, PostgreSQL, MySQL, MongoDB, Firebase 🔹 LLMOps | MLOps | DevOps & Deployment ⦿ AWS Sagemaker, Bedrock, vLLm, Ollama ⦿ Docker, Kubernetes, CI/CD (GitHub Actions, Jenkins, CircleCI) ⦿ Terraform, Serverless, AWS Lambda ⦿ Monitoring: Graphana, Prometheus 🔹 Cloud & Data Engineering ⦿ AWS: SageMaker, Bedrock, Lambda, API Gateway, S3, Cloudwatch, EventBridge, CloudFormation. ⦿ Model Registry: MLFlow, AirFlow, Sagemaker Model Registry 🔹 No-Code / Low-Code Development ⦿ Fast MVPs using platforms like FlowIse, Bubble ⦿ Integrations via Zapier, Make, and REST APIs ⦿ No-Cure, No-Pay model for productized services (optional) Why Clients Choose Me ⦿ 15+ years across FinTech, Telecom, Healthcare, EdTech, BioTech, Media & SaaS ⦿ Built platforms with 1Mn+ users, real-time systems, agentic workflows ⦿ Delivered end-to-end GenAI, NLP, CV, IoT & full-stack solutions ⦿ Known for rapid prototyping, scalable systems, and business-aligned results ⦿ Freelance & startup founder mindset: product, speed, ROI first 🤝 Let’s Collaborate I offer a free consultation (worth $500+) to explore your vision, validate feasibility, and propose the right AI roadmap or system architecture. Whether you're an early-stage founder or scaling your enterprise AI stack — I can help bring your ideas to life.