Kartikey Sharma — AI Agent Developer

Work History

Where I've
Built & Contributed

Architecting intelligent AI tutoring agents for EdTech platforms — enabling personalized, adaptive learning at scale.

Building LangGraph-powered multi-agent pipelines that automate curriculum delivery, doubt resolution, and student progress tracking.

Integrating LLM APIs (GPT-4o, Groq LLaMA) for real-time educational content generation with structured JSON output enforcement.

Designing RAG-based knowledge systems allowing students to query course material naturally with semantic context-aware responses.

Building agentic AI systems for automated patent drafting — extracting technical claims and generating structured patent language compliant with IP filing standards.

Designing multi-step LangGraph agents that parse invention disclosures, identify novelty, and produce legally structured patent draft documents.

Integrating legal knowledge bases via RAG pipelines to ground patent outputs in prior-art context and domain-specific terminology.

Collaborating with IP professionals to refine agent prompting strategies for accuracy in high-stakes legal document generation.

Building AI-powered features for Celebso — India's premium platform for creators, founders, entrepreneurs, and professionals to build visibility and grow their influence.

Developing intelligent profile recommendation and discovery engines using semantic search and vector embeddings to connect talent with investors and industry leaders.

Engineering AI agents to automate startup pitch analysis, talent evaluation, and event participation workflows across Celebso's creator ecosystem.

Integrating LLM capabilities to personalize the platform experience — helping users build powerful professional brands and get discovered faster. (celebso.com)

Designed and deployed ML-driven backend services using FastAPI and Flask for classification and recommendation use cases.

Integrated LLM APIs to automate content generation and enforce consistent structured JSON outputs in production.

Implemented response validation layers and guardrails — significantly improving reliability of AI-generated responses.

Collaborated with senior engineers to optimize AI workflows for live product features serving real users.

Data validation and workflow analysis for a large-scale citizen database system, leveraging AI-assisted anomaly detection tools.

Applied machine learning techniques to automate data quality checks and flag inconsistencies in high-volume government datasets.

Built AI-augmented reporting pipelines and test-case validation workflows, improving processing accuracy across the JANAADHAR initiative.

Selected Work

12 Production-Grade
AI Systems

Multi-Agent System

Flagship

Multi-Agent Customer Support System

Enterprise-grade AI platform that autonomously routes, triages, and resolves customer support tickets. Built with LangGraph state machines coordinating specialized triage, knowledge retrieval, and resolution agents with full conversation memory and context awareness.

LangGraphGroq APIChromaDBFastAPIReactDocker

View on GitHub →

Automation Platform

Open Source

Automation Studio

AI-powered workflow automation platform that runs 100% locally using open-source models. Features autonomous agents for research, analysis, content creation, visual workflow builder, vector memory, and event-driven automation—all without API costs or data privacy concerns.

OllamaFastAPIChromaDBPythonLocal AI

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Personal AI

I Am Personal AI

Full-stack personal AI assistant with real-time chat via WebSocket, intelligent reminders, alarms with push notifications, and a beautiful Progressive Web App interface. Features Firebase Cloud Messaging, activity dashboard, and quick actions for daily productivity.

FastAPIWebSocketPWAFirebasePython

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Finance AI

FinanceIQ

Intelligent financial analysis platform that transforms raw financial data into actionable insights. Features automated spending pattern analysis, anomaly detection, budget recommendations, and beautiful visual dashboards for comprehensive financial intelligence.

LangGraphGroqPandasData AnalysisFastAPI

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Travel AI

Deployed

TravelBuddy

Multilingual AI travel companion with GPS-powered location discovery, personalized itinerary recommendations, and persistent conversation memory. Features Groq + Gemini fallback for reliable responses, Google Places integration, and seamless travel planning experience.

FlaskGoogle PlacesGroqGeminiDocker

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Multi-Agent · Coding

App Builder

Revolutionary natural language to production-ready code system. Multi-agent architecture with Planner, Architect, and Coder agents working together to simulate real software development workflows—from concept to deployment-ready applications.

LangGraphGroqPythonMulti-Agent

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Research AI

Dr. Research

Advanced AI research assistant that autonomously conducts comprehensive research, analyzes multiple sources, synthesizes findings, and generates detailed research reports. Features intelligent source validation, citation management, and structured output formatting.

LangGraphReActResearchAI Agent

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Neural Network

NeuralBase

Comprehensive neural network framework and experimentation platform. Build, train, and deploy deep learning models with advanced architectures, hyperparameter optimization, and production-ready model serving capabilities.

PyTorchTensorFlowNeural NetworksML

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Data Platform

DriveMeDATA

Intelligent data management and analytics platform that drives actionable insights from complex datasets. Features automated data pipelines, real-time processing, advanced analytics, and visualization tools for data-driven decision making.

Data EngineeringAnalyticsPythonETL

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Review System

ReviewMeSir

AI-powered review management and analysis system that intelligently processes, categorizes, and extracts insights from customer reviews. Features sentiment analysis, trend identification, and automated response generation for enhanced customer engagement.

NLPSentiment AnalysisFastAPIAI

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Machine Learning

Stock Price Prediction

Advanced machine learning system for stock market price forecasting using historical data analysis. Features comprehensive feature engineering, multiple regression models, performance evaluation metrics, and interactive visualization dashboards for financial insights.

PythonPandasScikit-learnTime Series

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Machine Learning

Crop Yield Prediction

Agricultural intelligence platform predicting crop yields using machine learning regression models. Features comprehensive exploratory data analysis, advanced feature engineering, climate and soil factor integration, and impact visualization for sustainable farming decisions.

PythonPandasNumPyScikit-learnAgriculture

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What I Build

AI Solutions for
Real Business

AI Agent Development

Custom autonomous agents using LangGraph — ReAct, self-reflection, task decomposition. From single tools to complex multi-agent orchestration with memory.

Workflow Automation

Replace manual processes with intelligent AI pipelines. Customer support, document processing, research workflows — running reliably without human intervention.

RAG & Knowledge Systems

Intelligent Q&A over your documents using vector embeddings and ChromaDB. Understands context, not just keywords.

Full-Stack AI Apps

React frontend + FastAPI backend + Docker. Real-time streaming, beautiful UIs, production-ready. Full product, not just an API wrapper.

Prompt Engineering

Structured architectures, JSON enforcement, hallucination reduction, guardrails. Making LLMs reliable and consistent in production.

ML & Data Analysis

Supervised/unsupervised models, feature engineering, intelligent dashboards. Raw data into actionable business intelligence.

What Clients Say

Honest feedback from
real projects

"Very solid work. The multi-agent support system actually reduced our manual workload. We had a few iterations on the prompts, but Kartikey was quick to fix things."

Rohan M.

CTO, SaaS Startup

"Good experience overall. The research agent saves us time on desk research. We still tweak it sometimes for niche topics, but the base system is strong."

Sarah K.

Head of Research

"Understood our requirements quickly and shipped on the agreed timeline. Some edge cases came up later, but he helped us handle them without drama."

Aarav P.

Founder, AI Agency

"The finance tool is now part of our workflow. UI is clean, and streaming responses feel nice. There were a couple of minor bugs at launch, but they were fixed fast."

Priya S.

Product Manager

"Knows his way around production AI. Not just fancy demos. The RAG system is reliable enough that our team actually uses it daily."

Marcus L.

Senior Engineer

"Easy to communicate with and open to feedback. We did not write long reviews, but overall it was a good collaboration."

Neha T.

Operations Lead

"Very solid work. The multi-agent support system actually reduced our manual workload. We had a few iterations on the prompts, but Kartikey was quick to fix things."

Rohan M.

CTO, SaaS Startup

"Good experience overall. The research agent saves us time on desk research. We still tweak it sometimes for niche topics, but the base system is strong."

Sarah K.

Head of Research

"Understood our requirements quickly and shipped on the agreed timeline. Some edge cases came up later, but he helped us handle them without drama."

Aarav P.

Founder, AI Agency

"The finance tool is now part of our workflow. UI is clean, and streaming responses feel nice. There were a couple of minor bugs at launch, but they were fixed fast."

Priya S.

Product Manager

"Knows his way around production AI. Not just fancy demos. The RAG system is reliable enough that our team actually uses it daily."

Marcus L.

Senior Engineer

"Easy to communicate with and open to feedback. We did not write long reviews, but overall it was a good collaboration."

Neha T.

Operations Lead

FAQ

Frequently Asked
Questions

What services do you offer? +

I specialize in AI agent development using LangGraph, full-stack AI applications (React + FastAPI), RAG and knowledge systems, workflow automation, prompt engineering, and ML/data analysis. If it involves making AI reliable in production, that's my zone.

How much do you charge? +

Pricing depends on project scope. I offer hourly rates ($30–60/hr) or fixed-price project quotes. Most small-to-medium AI agent projects fall between $500–$2000. Email me and I'll send a detailed quote within 24 hours.

What does your development process look like? +

Discovery call → architecture design → iterative build with weekly demos → production delivery with Docker, docs, and deployment support. You always see progress, no surprises.

Can you work with my existing tech stack? +

Yes. I build standalone AI agents that integrate via APIs, or I work within your current stack. My FastAPI backends are modular and designed to plug into existing infrastructure easily.

Do you sign NDAs / keep projects confidential? +

Yes. I can sign an NDA, work under confidentiality clauses, and follow your security requirements. If needed, I can also work inside your GitHub org with limited access.

Do you provide post-launch support? +

Yes. I offer a handover with documentation, monitoring guidance, and a support window for bug fixes. Ongoing maintenance and feature iterations are available as a monthly retainer.

What do you need from me to get started? +

A quick brief (goals, users, success metrics), any existing docs/APIs, and sample inputs/outputs. After a short discovery call, I’ll share a clear scope, timeline, and quote.

How long does a project typically take? +

Simple AI integrations: 1–2 weeks. Single agent tools: 2–3 weeks. Multi-agent systems or full-stack apps: 3–6 weeks. I give accurate timelines upfront and I hit them.

Building

Autonomous

AI

Systems

That

Actually

Ship

Where I've
Built & Contributed

12 Production-Grade
AI Systems

AI Solutions for
Real Business

Full Tech
Stack

Idea to
Deployed Product

Honest feedback from
real projects

Frequently Asked
Questions

Building Autonomous AI Systems That Actually Ship

Where I'veBuilt & Contributed

12 Production-GradeAI Systems

AI Solutions forReal Business

Full TechStack

Idea toDeployed Product

Honest feedback fromreal projects

Frequently AskedQuestions

Building

Autonomous

AI

Systems

That

Actually

Ship

Where I've
Built & Contributed

12 Production-Grade
AI Systems

AI Solutions for
Real Business

Full Tech
Stack

Idea to
Deployed Product

Honest feedback from
real projects

Frequently Asked
Questions