Open to opportunities

Muhammad Ali Shaikh

@muhammadalishaikh

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I build production LLM agents, RAG pipelines, and AI tools for real-world workflows.

Pakistan

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What I'm looking for

I'm looking to build production AI products where I can own LLM agents, RAG systems, tool integrations, and deployment across the GenAI stack.

I've built production AI systems at Eventcombo, including CometIQ Copilot, a tiered RAG pipeline across a 236-record, 16-module product knowledge base, and a FastMCP server exposing 17 internal platform tools for AI agents.

I also built a six-phase LangGraph event-creation agent that manages the full event lifecycle through natural-language conversation backed by Claude. Previously at Code District, I developed LangChain agent workflows for autonomous company research, web scraping, summarization, and multi-hop enterprise question answering.

As an independent machine learning engineer, I've delivered a real-time virtual speech therapist and a financial forecasting service using XGBoost, ARIMA, LSTM, and Flask. My work spans LLM systems, computer vision, retrieval, backend APIs, and deployment.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Eventcombo

Jul 2025 - Present (1 year 1 month)

Built CometIQ Copilot, a tiered RAG pipeline using LlamaIndex, FAISS, and BGE-M3 embeddings over a 236-record, 16-module product knowledge base. Built a FastMCP server exposing 17 internal platform tools and an end-to-end event creation agent on a 6-phase LangGraph state machine.

LlamaIndex Faiss BGE M3 RAG LangGraph GPT 4o Claude Python API Security

Associate Software Engineer

Code District

Jun 2025 - Aug 2025 (2 months)

Built a company classification system using GPT Researcher and LangChain agents for autonomous web scraping, summarization, and categorization of company websites. Integrated LangChain tool-calling and RAG into context-aware agent workflows for multi-hop question answering over enterprise data.

GPT Researcher Lang Chain RAG Web Scraping Python

Teaching Associate (Operating Systems Lab)

FAST NUCES

Feb 2025 - May 2025 (3 months)

Led Operating Systems lab sessions for undergraduate students, covering process management and memory management. Supported the lab instructor with assignments, student mentoring, and lab content delivery.

Operating System Process Management Memory Management Teaching Mentor

Machine Learning Engineer

Freelance

Oct 2022 - Mar 2024 (1 year 5 months)

Delivered AI projects for international clients, including a real-time virtual speech therapist using ASR and NLP for articulation feedback, and iTrade, a financial time-series forecasting service using XGBoost, ARIMA, and LSTM, deployed via Flask REST API.

ASR NLP XGBoost ARIMA Flask REST APIs