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ShahrayarMalik

AI Engineer and Data Scientist at Blutech Consulting, specializing in building production grade LLM applications, multi-agent AI systems and end-to-end data pipelines. I turn compl

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Shahrayar Malik
LiteLLMLangChainMCPAgentic AIGeminiOllamaRAGPython
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About

Shahrayar Malik

Shahrayar Malik

AI Engineer & Data Scientist

Islamabad, Pakistan
shahrayar.datascientist@gmail.com

Turning AI research into production systems

AI Engineer and Data Scientist at Blutech Consulting, specializing in building production grade LLM applications, multi-agent AI systems and end-to-end data pipelines. I turn complex AI research into reliable, scalable business solutions — from RAG architectures and agentic workflows to enterprise analytics dashboards.

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Years Experience

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Projects Shipped

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Industries Served

Production LLM AppsMulti-agent SystemsVector RAG & Vectorless RAGLangChainOpenAI Agents SDKLiteLLMOllamaOpenRouterAPI DesignOpen Source

Experience

Data Scientist II (AI/ML)

Blutech Consulting

November 2025 – Present
Current

Leading AI engineering and data science initiatives for enterprise clients across Pakistan and the Gulf region. Architected a multi-agent AI pipeline on Cloudera CDP for STC Bahrain, automating ops monitoring and reducing manual interventions by 70%. Built an agentic chatbot for Habib Bank Limited (HBL) that interfaces directly with Informatica DEI workflows — enabling ops teams to trigger, monitor, and manage enterprise data pipelines through natural language conversations. Built and deployed RAG systems, LLM-powered chatbots, and agentic automation systems for banking and telecom clients using OpenAI Agents SDK, LangChain, and locally-hosted LLMs via Ollama. Key tech: Python, LangChain, LiteLLM, OpenAI Agents SDK, Informatica DEI, Cloudera CDP, Azure, Docker.

AI Engineer

CareCloud

August 2024 – November 2025

Engineered production-grade AI systems for a US-based healthcare SaaS platform. Built a conversational appointment AI that handles scheduling, rescheduling, and cancellations via voice and text — integrating OpenAI Agents SDK, Gemini reasoning LLM, ElevenLabs TTS, and live SQL availability checks. Developed SmartDoc, a RAG-based medical document Q&A system enabling patients to query personal health records with citation-backed, context-aware answers. Key tech: Python, OpenAI Agents SDK, Gemini LLM, LangChain, ElevenLabs, Django, FastAPI, SQL.

Executive Data Scientist

Truck It In

February 2023 – July 2024

Led end-to-end data science strategy for a logistics and freight technology startup. Built and deployed predictive models for route optimization, dynamic pricing, demand forecasting, and driver performance analytics. Designed real-time operational dashboards for C-suite visibility into fleet and delivery KPIs. Established the company's first data pipeline infrastructure and mentored junior analysts across cross-functional teams. Key tech: Python, Scikit-learn, XGBoost, SQL, Power BI, Pandas, Azure Data Factory.

Projects

Agentic Ops Automation System — STC Bahrain

Multi-agent AI system deployed on Cloudera CDP for STC Bahrain that autonomously monitors long-running SQL queries across the enterprise data cluster, generates intelligent alerts, and triggers automated remediation workflows. Agents are orchestrated via OpenAI Agents SDK and powered by the qwen2.5-coder LLM, with a Gradio-based ops dashboard for real-time visibility into cluster health and alert history.

OpenAI Agents SDKqwen2.5-coderCloudera CDPDjangoGradioPythonSQL

Conversational Appointment AI — CareCloud

End-to-end AI system for CareCloud Breeze that handles new appointment scheduling, intelligent rescheduling, and cancellations via both voice and text interfaces. Combines OpenAI Agents SDK for agentic orchestration with Gemini's reasoning LLM for complex slot logic, ElevenLabs TTS for natural voice output, and real-time SQL DB integration for live availability checks and booking management.

OpenAI Agents SDKGemini LLMElevenLabs TTSDjangoSQLPythonREST APIs

AI Regulatory Audit Agent — myABL (Allied Bank)

Autonomous AI agent developed for Allied Bank (myABL) that maps State Bank of Pakistan regulatory policies to internal audit documents, eliminating manual cross-referencing. The agent autonomously traverses policy documents, identifies compliance gaps, and generates structured audit reports — cutting research effort by 70% and significantly improving audit accuracy in a regulated banking environment.

OpenAI Agents SDKllama3.2PythonDjangoLangChain+2

Medical Document RAG System - CareCloud

RAG application built for CareCloud that enables patients to query their personal medical documents and receive context-aware, accurate answers grounded in their own records. Built with Gemini LLM for generation and LangChain for retrieval orchestration, featuring semantic chunking, vector storage, and citation-backed responses for high-precision medical document Q&A.

Gemini LLMLangChainRAGVector SearchPython+2

Informatica DEI Pipeline Automation Agent — HBL

Agentic automation system for Habib Bank Limited (HBL) that monitors Informatica DEI pipelines in a regulated banking environment using a locally-hosted LLM via Ollama. The agent automates pre-run health checks, performs intelligent error classification, triggers auto-recovery workflows, and dispatches structured ops team notifications — completely eliminating manual pipeline monitoring and reducing incident response time in a compliance-sensitive production environment.

OllamaLocal LLMPythonDjangoInformatica DEI+2

Tech Stack

Agentic AI

LiteLLMLangChainTool / Function CallingVAPIElevenLabs Voice AgentsMCPOpenAI Agents SDKAgentic AI

LLMs & GenAI

OpenAI GPTGeminiOllamaOpenRouterHuggingFaceRAGVectorless RAGPrompt Engineering

ML & Data Science

PythonScikit-learnXGBoostTensorFlowPandasNumPyNLTK

Data & Visualization

SQLPower BIMatplotlibSeabornPlotlyBeautifulSoupExcel

Backend & APIs

DjangoFastAPIFlaskGradioREST APIsPostman

Cloud & Infrastructure

GCPVertex AIAzureCloudera CDPDockerGit & GitHubAzure DevOps

Resume

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Shahrayar Malik

AI Engineer & Data Scientist

Last updated June 26, 2026