You will get Prompt Engineering Optimization Framework


Project details
I design optimized, hallucination-reduced prompt frameworks that improve accuracy, consistency, and cost efficiency.
My approach is production-focused, with tested prompts, guardrails, and clear documentation you can reuse and scale.
My approach is production-focused, with tested prompts, guardrails, and clear documentation you can reuse and scale.
What's included
| Service Tiers |
Starter
$299
|
Standard
$550
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Pages Mined/Scraped | 1 | 2 | 3 |
Number of Sources Mined/Scraped | 3 | 5 | 10 |
Number of Revisions | 1 | 2 | 3 |
About Sanjana
AI/ML Developer |Generative AI, LLMs, RAG Systems, Prompt Engineering
Hamirpur, India - 3:15 pm local time
As an Independent AI/ML Developer with 4+ years of experience, I specialize in modern AI technologies including Generative AI (GenAI), Large Language Models (LLMs), RAG-based solutions, prompt engineering, MLOps, AI automation, and voice AI systems.
My work is practical, scalable, and production-ready, designed to solve real-world problems.
Whether you need smart chatbots, intelligent assistants, automated workflows, or full AI platforms, I help transform ideas into reliable, high-performing AI systems.
🚀 What I Do Best
→ LLM-Powered Applications (GPT-4, Claude, LLaMA 3, Mistral, Mixtral, open-source models)
→ RAG (Retrieval-Augmented Generation) for accurate, real-time responses
→ Prompt Engineering → multi-turn, few-shot, zero-shot & RAG prompts
→ AI Agents & Autonomous Workflows (LangChain, AutoGen, CrewAI)
→ Voice AI & Conversational Systems (AI voice bots, call agents, automated assistants)
→ Custom Chatbots & AI Assistants trained on your private data
→ AI APIs & Intelligent Backends for scalable app integrations
👉 I choose the best approach, not the most hyped tools based on use case, performance, cost, and scalability.
🧠 Core Strength: AI That Works in Production
AI is valuable only when it’s reliable, scalable, and maintainable.
I deliver systems with:
→ RAG Grounding → up-to-date, fact-accurate outputs
→ Optimized Inference → fast & efficient models (vLLM, TensorRT, quantization)
→ MLOps & Deployment → CI/CD, Docker, AWS SageMaker, Lambda
→ Vector Database Integration → Pinecone, FAISS, Chroma, Qdrant
Result → High-performance AI that scales with usage.
🛠 Tech Stack & Expertise
→ AI / ML: LLMs, Generative AI, RAG, Prompt Engineering
→ Backend: Python (FastAPI, Flask), Node.js
→ Databases: PostgreSQL, MongoDB, Vector Databases
→ Cloud & MLOps: AWS (SageMaker, EC2, Lambda), Docker, Kubernetes
→ Optimization: vLLM, TensorRT, Quantization (AWQ, GPTQ, GGUF)
→ AI Tools: LangChain, LlamaIndex, Hugging Face, AutoGen
⭐ Why Clients Choose Me
→ I break down complex AI concepts into clear, actionable solutions
→ I build production-grade systems, not throwaway prototypes
→ I focus on ROI, performance, and scalability
→ I communicate clearly and deliver on time
Your project gets AI that’s maintainable, efficient, and aligned with business goals.
🤝 Let’s Build Next-Gen AI Together
Whether you need:
→ A custom Generative AI application
→ A RAG-enabled chatbot
→ A voice AI agent
→ A production-grade ML system
📩 Send me a message I’ll help you design the right AI roadmap based on your objectives.
Steps for completing your project
After purchasing the project, send requirements so Sanjana can start the project.
Delivery time starts when Sanjana receives requirements from you.
Sanjana works on your project following the steps below.
Revisions may occur after the delivery date.
Step-by-step process to design, test, and optimize prompts
Step 1: Prompt Audit & Requirements Step 2: Prompt Strategy Design Step 3: Prompt Optimization & Testing Step 4: Delivery & Documentation