AI Chatbot & Agent Design Services

Build intelligent AI chatbots, voice assistants, and action-capable agents powered by LLMs, RAG, memory, APIs, and automation workflows for real business use. I create conversational systems that can understand context, retrieve the right information, maintain continuity, and take meaningful actions across customer support, lead handling, internal tools, and business operations.

My Expertise in AI Chatbot & Agent Design

I specialize in building custom AI chatbots, voice assistants, and intelligent agents for businesses across legal tech, healthcare, e-commerce, SaaS, and other service-driven industries. My solutions combine LLMs, prompt engineering, RAG, memory, APIs, and automation workflows to create assistants that can understand, respond, retrieve information, and take action in real business environments.

💬 AI Chatbots & Assistants
🧠 LLM Integration & Prompt Engineering
📚 RAG & Knowledge Systems
🗂 Memory & Context Handling
🔗 API Actions & Workflow Automation
📞 Voice, Web & Multi-Channel Deployment

Key Metrics

Project Success Rate:

0

Trusted Clients:

0

Delivered Models:

0

Repeat Engagement:

0

AI Chatbots & Assistants

Design intelligent chatbots and virtual assistants for customer support, lead qualification, internal tools, onboarding, and conversational workflows that improve response speed and user experience.

 

LLM Integration & Prompt Engineering

Build chatbot logic using structured prompts, system instructions, fallback handling, and response optimization to create more reliable, brand-aligned, and task-focused AI interactions.

RAG & Knowledge Systems

Connect AI agents to documents, FAQs, knowledge bases, and business data using retrieval pipelines so they can provide more grounded, accurate, and context-aware answers.

Memory & Context Management

Enable agents to maintain conversation history, user context, and task continuity for more natural multi-step interactions and better long-form conversational experiences.

API Actions & Workflow Automation

Create action-capable agents that can trigger APIs, update CRMs, schedule appointments, send emails, and automate follow-up workflows across your business systems.

Voice, Web & Multi-Channel Deployment

Deploy assistants across website chat, messaging platforms, and voice channels to deliver consistent AI experiences wherever your users interact with your business.

Bird Disease Classification (MLOps)

Built an end-to-end deep learning MLOps pipeline for bird disease classification using TensorFlow/Keras, PyTorch, OpenCV for image processing, FastAPI for model serving, and Docker for containerization. Implemented automated training pipelines, model versioning, and deployment workflows.

U.S. Visa Approval Prediction (MLOps)

Developed a complete MLOps pipeline for visa approval prediction using Python, FastAPI, Docker, AWS (EC2, ECR, S3), XGBoost, and CatBoost. Implemented automated model training, versioning, deployment, and monitoring with CI/CD integration for production-grade machine learning.

Uber Data Analytics Pipeline

Built a robust time-series forecasting solution with over 90% accuracy using Python and statistical modeling.
It enabled a growing online retailer to better manage inventory, reduce overstock, and forecast seasonal demand shifts.

CareSage - RAG Medical Chatbot

Developed an intelligent medical chatbot using Retrieval-Augmented Generation (RAG) with Flask, LangChain, Pinecone vector database, OpenAI embeddings, and sentence-transformers. The system processes medical PDFs using PyPDF to provide accurate, context-aware responses for healthcare queries with citation support.

n8n Workflow Automation

Built 8 comprehensive automation workflows using n8n platform integrated with Retell AI, GoHighLevel, Twilio, OpenAI GPT-4, and PostgreSQL. Projects included AI Voice Agent for customer service, Multi-Channel Communication Hub, Lead Qualification System, CRM Sync Automation, Content Generation Pipeline, Customer Onboarding Workflow, Voice-Based Appointment Scheduler, and BI Reporting Dashboard.

AI Industry

Data Science

Cloud for AI

My Expertise in Data & AI Industry

From raw data to AI-powered decisions — I help businesses implement end-to-end machine learning workflows, analytics dashboards, and automation pipelines.

Remote Data & AI Solutions

I’m a freelance Data Science and ML Engineer with 7+ years of experience transforming data into actionable insights. I specialize in building intelligent solutions, custom ML models, and scalable pipelines for startups and SMEs worldwide.

  • United States (Remote Projects)
  • Germany (AI Consultancy)
  • EUROPE (Remote Projects)
  • Remote – Available Worldwide

You Can find me here

As an independent Data & AI Engineer, I help companies unlock the full potential of their data. From predictive analytics to workflow automation, I offer strategic and technical support that drives real impact.

Visited 20 times, 1 visit(s) today

Copyright © 2025 | Pankaj Pramanik

Scroll to top