About Me

Welcome to my professional space! I'm Pankaj, a Data & AI Engineer with over 7 years of remote experience, specializing in LLM/RAG systems, data pipeline architecture, and AI workflow automation using tools like LangChain and n8n.

Currently, I’m advancing my expertise through the accredited B.Sc. in Data Science and Artificial Intelligence program at IIT Guwahati, one of India’s premier technology institutes. The program emphasizes practical, industry-aligned learning across data engineering, MLOps, and applied AI, strengthening my ability to build scalable, innovation-driven AI solutions.

I design and develop intelligent, production-ready systems that merge data engineering principles with modern AI integration. From constructing reliable ETL pipelines to embedding Large Language Models (LLMs) into business workflows, I deliver end-to-end AI solutions that enhance automation, efficiency, and decision-making.

My work focuses on Retrieval-Augmented Generation (RAG), LLM orchestration, API integration, and AI-driven automation across cloud environments like AWS and GCP.

Passionate about global innovation in AI, I’m eager to collaborate with forward-thinking, data-centric teams to build the next generation of scalable, intelligent systems.

Services

Data Science | ML Engineering

I possess advanced skills in data analysis, machine learning, and data visualization. I excel at transforming complex, high-volume datasets into actionable insights, driving data-informed decisions.

LLM & RAG Systems

As an LLM specialist, I build context-aware applications using large language models and retrieval-augmented generation. My solutions enhance accuracy, memory, and prompt engineering, vector search, and dynamic input-output pipelines.

LangChain Development

I design intelligent agents and tool-using workflows with LangChain, integrating memory, APIs, and vector stores. These agents automate reasoning tasks and deliver contextual results. I also implement fallback logic and chaining.

n8n Workflow Automation

I create powerful automation workflows in n8n to connect APIs, databases, and AI services. My setups streamline business logic, reduce manual effort, and remain scalable, maintainable, and tailored to evolving needs.

Vector Database Integration

I implement vector search solutions using Pinecone, Weaviate, or FAISS to power semantic search and LLM recall. This boosts performance in chatbots, agents, and RAG apps.

PROBLEM SOLVING

I possess a deep understanding of algorithms, data structures methodologies. I enjoy complex coding challenges into manageable tasks and leveraging my problem-solving skills to devise efficient solutions.

AI-Powered Data Pipelines

I build scalable ETL pipelines enriched with machine learning, real-time processing, robust data validation, and seamless cloud integration. My systems turn raw data into valuable, actionable insights efficiently and reliably.

AI Chatbot & Agent Design

I engineer intelligent chat and voice agents with memory, tool use, and custom actions. These agents enhance user interaction and automate support tasks. They are tailored to specific workflows,reliability, and measurable impact.

Deep Learning

As a deep learning engineer, I excel in designing, training, and optimizing neural networks, leveraging my expertise to create models that solve complex real-world problems with precision.

Natural Language Processing

As an NLP engineer, I possess a profound understanding of linguistics and machine learning, allowing me to develop sophisticated algorithms that can understand, process, and generate human language.

MLOps

Leveraging cutting-edge technologies and best practices, my MLOps services empower organizations to achieve faster time-to-market, improved model governance, and better collaboration between data science and IT teams.

Data Engineering

I excel in using tools like Apache Spark, Hadoop, and various SQL and NoSQL databases, creating scalable, fault-tolerant data architectures that support modern data-driven applications and advanced analytics.

Prompt Engineering

I craft optimized prompts for LLMs to improve response quality in classification, extraction, and reasoning tasks. Each prompt is fine-tuned for consistent performance, ensuring outputs align precisely with project goals and user intent.

AI Voice Assistants

I develop voice-based agents using tools like ElevenLabs, Twilio, and Retell AI. These assistants handle dynamic conversations, call routing, and lead qualification, human-like interactions that enhance customer engagement.

Advanced Data Analytics & Visualization

I transform complex datasets into clear, actionable insights using Python, Pandas, and Plotly. My visualizations support data-driven decision-making and uncover hidden trends, impactful choices.

Cloud & DevOps for AI

I deploy AI systems on AWS, GCP, and DigitalOcean using containerization and automation. My infrastructure ensures scalable, supporting continuous integration, smooth deployments, and efficient resource use.

" Pankaj is a good communicator, understands requirements and delivers on the tasks at hand on time. He has shown great proficiency with React, Typescript and Node JS. He learned about WYSIWYG with us and has now mastered his skills with SVG. He would be a great asset to any web design project or any web-based design application that needs to work more or less like draw.io or MS Visio. Funds permitting, I will definitely hire him in the future "