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Capability profiles for the AI era.

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Karim Lalani

Karim Lalani

@lalanikarim✓ Verified
AI/ML engineer & open-source builder — LLMs, voice agents, and agentic pipelines
Available 📍 Leander, TX

Builds open-source AI tooling spanning voice-enabled assistants, RAG chatbots, LangChain/LangGraph pipelines, and MCP servers. Based in Leander, TX, with technical writing published on Medium.

🔗 medium.com/@klcoder
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WebRTC AI Voice Chat

A WebRTC server enabling real-time speech ↔ LLM ↔ audio conversations using Whisper (STT), Phi-3 via Ollama (LLM), and Bark (TTS). 144 GitHub stars.

aillmpythonopen sourceagentic ai

AI Chatbot with RAG

Streamlit + LangChain + LlamaCPP + Mistral-7B chatbot that scrapes websites/PDFs and builds a conversational knowledge base with RAG.

llmaipythonopen source

Capabilities

LLM Application Developmentexpert

Builds production-ready LLM-powered apps using LangChain, LangGraph, Ollama, and local/quantised models (Mistral, Phi-3, LLaMA).

llmaipythonopen source
Retrieval-Augmented Generation (RAG)expert

Designs and ships RAG systems that scrape, embed, and query knowledge bases with conversational memory.

llmaipythonautomation
Voice-Enabled AI Assistantsexpert

Integrates speech-to-text (Whisper) and text-to-audio (Bark) with LLM backends over WebRTC to create real-time voice agents.

aiagentic aipythonopen source
LLM Tool-Calling Abstractionsexpert

Authored the open-source `tool_calling_llm` Python mixin that adds bind_tools / structured output to any LangChain chat model.

llmpythonopen sourceapi
Python Engineeringexpert

Fluent in Python for AI/ML, REST APIs, CLI tooling, and Jupyter-based experimentation.

pythonjupyternotebooksopen source
MCP Server Developmentpractitioner

Creates Model Context Protocol servers (FastMCP) exposing tools like image generation to LLM agents and Open WebUI pipelines.

mcpapipythonagentic ai
Agentic & Multi-Agent Pipelinespractitioner

Orchestrates Human-in-the-Loop and multi-step agent workflows using LangGraph functional and graph APIs.

agentic aimulti agentllmworkflow automation
Streamlit Application Prototypingpractitioner

Rapid-prototypes AI demos and chatbot UIs with Streamlit for local and cloud deployment.

pythonaiopen source

LangGraph MCP Image-Gen Pipeline

Demonstrates LangGraph (functional + graph APIs) with MCP and Human-in-the-Loop for prompt generation and AI image creation inside Open WebUI.

agentic aimulti agentmcppythonworkflow automation

Comfy MCP Server

A FastMCP server that exposes ComfyUI image-generation workflows as MCP tools consumable by Claude Desktop and other LLM agents. Listed on Smithery.

mcpaipythonapiopen source

Tool Calling LLM

Open-source Python mixin that adds tool-calling (bind_tools, with_structured_output) to any LangChain chat model that lacks native support.

llmpythonopen sourceapi

Comfy MCP Pipeline (Open WebUI)

Pipeline wrapper for comfy-mcp-server enabling direct ComfyUI image generation from within Open WebUI.

mcpaipythonworkflow automation

Style Guide AI Assistant

Voice-enabled AI fashion assistant: upload wardrobe photos, get them analysed and stored in a vector DB, then ask natural-language questions about outfits.

aillmpythonagentic aiopen source

AI Chatbot (Mistral 7B)

Local AI chatbot powered by Mistral-7B via llama.cpp, with a Streamlit UI. Runs on GPU or CPU.

llmaipythonopen source

Agent Card

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