AI Engineer and Data Scientist with 4+ years of experience, building AI and machine-learning solutions in Saudi Arabia and India. Experienced in Generative AI, agentic workflows, retrieval-augmented generation (RAG), LLM applications, NLP, workflow automation, vector search, and backend development.
Built an AI assistant for Saudi banking compliance and document intelligence, combining retrieval and response workflows with evaluation, security guardrails, and human oversight. Also experienced in data analysis, reporting, machine-learning applications, and communicating findings to stakeholders.
Technical Skills
* Generative AI, Agentic AI, LLMs, NLP and machine learning
* AI agents, workflow automation and LLM application development
* RAG, LangChain, LangGraph, Transformers and embeddings Models
* Vector search and databases: Qdrant, Pinecone, PostgreSQL and MySQL
* Database development, retrieval evaluation and reranking
* Python, FastAPI, REST APIs and backend development
* MCP servers and tool/API integrations
* AI security guardrails, prompt-injection protection and human-in-the-loop controls
* LLM observability and tracing with LangSmith,Langfuse Logfire and Portkey
* Machine learning with Scikit-learn, TensorFlow and Keras
* Docker, Linux, Git, GitHub, GitHub Actions and CI/CD
* Power BI, Excel, data analysis, reporting and visualization
* Pandas, Matplotlib and Seaborn
* Developed a banking compliance assistant using LangChain and LangGraph, with planner Agent , retriever and responder workflow components.
* Improved retrieval performance to 88%+ precision using Gemini embeddings, Qdrant Cloud and FlashRank reranking.
* Added LLM routing and fallback handling, plus guardrails against off-topic requests, jailbreaks and prompt injection.
* Redis: Used Redis-based caching and rate limiting to reduce repeated LLM/API calls, manage request traffic, and help control inference costs.
* Built and evaluated AI services with FastAPI, React, Docker, GitHub Actions, LangSmith, Logfire and RAGAS.
* Docker: Containerized Python and FastAPI AI services with Docker to support consistent development and deployment.
* Built Power BI dashboards to track operational and business KPIs, with interactive filters and drill-down views for stakeholder reporting.
* Connected and transformed data from multiple sources using Power Query, then created DAX measures for KPI calculations and trend analysis.
* Monitored metrics such as request volume, response time, error rate, cost, and workflow completion to support performance analysis and decision-making.
* Led two AI/ML hackathons in Hyderabad,India.
Target Roles
- AI Engineer
- Generative AI Engineer
- AI Systems Engineer
- RAG Engineer
- LLM Application Engineer
- AI Automation Engineer
- Applied AI Engineer
Professional Experience
AI Engineer ANB India Remote
December 2024 – June 2026
Project: Agentic RAG for Enterprise Compliance Document Intelligence
Data Scientist Cyepro Solutions Hyderabad, India
July 2023 – January 2026
Project: PFAssistant – AI Financial Advisor Chatbot
Education
Bachelor of Computer Applications (BCA)
Telangana University 2020–2023 80%
Certifications
* Oracle University – Generative AI Professional Certification, 2025
* Full Stack Academy – Data Scientist Certification, 2024
Location & Availability
Currently based in Riyadh, Saudi Arabia. Open to opportunities and relocation anywhere in Saudi Arabia. Transferable Iqama and available for immediate joining.
Please contact me by phone, WhatsApp or email. I can share my PDF CV and project details upon request.
Email: musharafcyeprosolutions@gma ...
+966 57 043 0052