Our Work & Case Studies
Explore selected client engagements, internal products, technical prototypes, data platforms, machine learning systems, and custom software projects.
Executive Sales Analytics Platform
Problem
A multi-channel business required centralized visibility across sales performance, product profitability, and regional cohort trends.
Solution
Cleaned transactional data, modeled dimensional SQL schemas, built interactive dashboards, and automated weekly executive summaries.
Implementation Result
Provided centralized visibility into regional sales and marketing performance.
Customer Churn Prediction Engine
Problem
A subscription service business needed to proactively identify accounts showing high risk of churn.
Solution
Engineered customer usage features, trained gradient boosting algorithms, and integrated automated risk scoring into the team workflow.
Implementation Result
Designed a risk-scoring workflow suitable for CRM integration.
Conversational AI Data Analyst Agent
Problem
Non-technical team members required fast data analysis without writing custom database queries.
Solution
Architected an LLM agent with code-execution tools to inspect CSV datasets, execute Pandas transformations, and generate visualizations from natural language prompts.
Prototype Evaluation
Enabled users to query project data through a conversational analytics interface.
Real-Time Industrial Anomaly Detection
Problem
Identify operational outliers and equipment anomalies from telemetry streams in a industrial setup.
Solution
Engineered an unsupervised Isolation Forest anomaly detection pipeline running on telemetry streams with automated alert thresholds.
Research Evaluation
Demonstrated anomaly-detection workflows on project telemetry data under prototype test conditions.
Cloud-Native B2B Customer Portal
Problem
A regional business required an online portal for client order intake, invoice tracking, and document access.
Solution
Developed a responsive Next.js application with secure authentication, cloud document uploads, and automated invoice tracking.
Implementation Result
Engineered an online client portal that automates order processing, invoice visibility, and document management.
Automated Warehouse Inventory System
Problem
A distribution operator faced manual inventory tracking overhead and stock visibility challenges.
Solution
Engineered a cloud management dashboard with real-time stock tracking, automatic reorder threshold alerts, and supplier management.
Implementation Result
Centralized inventory records and introduced automated stock, reorder, and audit workflows.