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Achievement: Pull Shark

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Achievement: Pull Shark

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ikml-bsrn/README.md

Hello, I'm Ikmal! 👋

I’m a Data Analyst at SPCB UK and a Data Science graduate with Class One Honours from The University of Sheffield, passionate about turning complex data into effective, impactful business solutions.

At SPCB, I design and deploy SQL-based analytical models, such as RFM segmentation and Market Basket Analysis, to drive B2B customer retention and power targeted cross-selling. I love collaborating across teams to translate web traffic and e-commerce data into actionable website UX improvements that measurably boost brand awareness and conversion rates.

I thrive on goal-oriented decision-making and believe in asking the right questions to deliver value from day one using the most fit-for-purpose tools. I am currently seeking full-time Data Analytics or Data Engineering roles within the UK, let's connect!

🛠 Skills & Tech Stack

microsoft-certified-fundamentals-badge aws-academy-graduate-cloud-foundations-training-badge dbt-fundamentals-badge

Data Engineering & Cloud

Snowflake dbt Terraform Apache Spark Apache Airflow AWS

Languages & Databases

Python SQL SQLite

AI Engineering & MLOps

LangChain HuggingFace Docker TensorFlow YOLO

Data Science & Visualization

Pandas Scikit-Learn XGBoost Tableau Matplotlib

✨ Recent Highlights

  • Collaborated with the Marketing Manager at SPCB UK to uncover customer behaviour and perform targeted cross-selling, using SQL to build and maintain analytical models such as the RFM model and Market Basket Analysis.

  • Completed final-year dissertation titled "Comparative Analysis of Traditional and Deep Learning Models for Short-term Passenger-Flow Forecasting and Crowding Classification at King’s Cross St Pancras London Underground"

  • Completed the dbt Fundamentals course on dbt Learn.

  • Engineered an automated data ingestion pipeline from the UK Environment Agency API(s) using Apache Airflow, and processed complex JSON data into Silver layer using PySpark.

🌱 Currently:

  • Pursuing the Microsoft Fabric Data Engineer Associate certification
  • Seeking Permanent, Full-time Data Analyst/Engineer roles in the UK (no sponsorship required!)

Welcome to my GitHub! Check out my projects or connect with me below 👇

LinkedIn

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  1. aws_greenhouse aws_greenhouse Public

    This project develops an automated, robust data ingestion pipeline using Amazon Web Services (AWS) to enable efficient IoT operational analytics.

    Python

  2. tfl_tube_timeseries_prediction tfl_tube_timeseries_prediction Public

    This project compares the model performances between SARIMAX and Temporal Convolutional Network (TCN) on Crowd Forecasting at King's Cross St Pancras London Underground, using a passenger tap-count…

    Jupyter Notebook

  3. commercial-data-analytics commercial-data-analytics Public

    This repository showcases SQL-based data models designed to extract actionable insights from e-commerce and transactional data.

  4. medical-rag-app-streamlit medical-rag-app-streamlit Public

    This project is a Retrieval-Augmented Generation (RAG) chatbot designed to answer medical questions using the MedQuAD corpus. It combines LangChain document retrieval with a Hugging Face LLM to pro…

    Python

  5. Human_Detection_WiSAR_Project Human_Detection_WiSAR_Project Public

    This project investigates the effectiveness of YOLOv5, YOLOv8, and YOLOv11 models in detecting persons in Wilderness Search and Rescue (WiSAR) scenarios using both RGB and thermal infrared (IR) ima…

    Jupyter Notebook 1