LLM Product Attribute Generation
Fine-tuned and deployed a Mistral 7B language model pipeline on AWS to generate product attributes, improving accuracy by 30%.
Prior role · E-commerce data · 2024
Selected
Work
Highlights from our founder's prior roles and personal projects. Case studies from Northbeam AI client engagements will be added here as they are completed.
Based in Tampa, FloridaWorking with clients nationwide
Professional
Highlights
Results from production systems built in prior employment. Employers are described rather than named.
Streaming Fraud Detection
Built and deployed a real-time fraud detection system with Apache Kafka and Spark on Snowflake data, processing millions of transactions.
Prior role · Transaction data · 2023Automated Revenue Reporting
Automated monthly revenue calculations and built interactive Tableau dashboards, cutting calculation time for management by 93%.
Prior role · Business reporting · 2024Solar Power Forecasting
Worked with engineering teams to forecast demand and power production for a solar farm, improving prediction accuracy by 40%.
Prior role · Energy sector · 2018 to 2021Technical
Projects
Open-source projects with full code on GitHub, several with a written walkthrough.
Data Engineering2023
Real-Time Fraud Detection with Kafka and Spark
Streams transactions through Kafka and flags suspicious activity with Spark as it happens.
Data Engineering2023
Building a Kafka Pipeline
A walkthrough of Kafka pipeline architecture and implementation, from producers to consumers.
Data Engineering2023
ETL Pipeline with Airflow
Extracts weather data, transforms it and loads it into PostgreSQL on a scheduled Airflow workflow.
Data Engineering2023
Spark Customer Data Pipeline
Uses Apache Spark to clean, transform and analyze large volumes of customer data.
Data Engineering2023
Data Engineering with SQL
A complete extract, transform and load process built entirely in SQL.
Machine Learning2022
Online Payment Fraud Detection
Trains and compares several machine learning models to find the most effective fraud detector.
NLP2022
Book Genre Detection with Sentiment Analysis
Classifies book genres by analyzing the sentiment of reader reviews and feedback.
Machine Learning2022
Diabetes Detection
Compares classification models for predicting diabetes from patient health indicators.
Contact Us
For new projects, book a free 30-minute call or email shahrukhshl0@gmail.com.
Book a CallLocation
Tampa, Florida
Working remotely with clients nationwide