Projects that
actually think.
AI systems, data infrastructure, SaaS products, and intelligent automation — built to solve real problems at real scale.
CDR Pipeline Modernization
Legacy Call Detail Record pipelines rebuilt on PySpark and Delta Lake — moving from brittle batch jobs to a proper lakehouse architecture that survives schema changes, traffic spikes, and 3am failures without panic.
Churn Prediction Engine
Production ML model that flags at-risk telecom customers before they cancel — not after. Trained on usage, billing, and support interactions, wired directly into retention campaign targeting.
RAG Document Q&A System
Retrieval-augmented generation over large private document sets — financial reports, compliance docs, technical manuals. Ask in plain language, get answers grounded in the actual source.
Real-Time Anomaly Detection
Streaming anomaly detection on live network telemetry — identifying unusual patterns in millions of events per second before they become incidents. Unsupervised approach that adapts to normal drift.
Multi-Step AI Agent Framework
Orchestrated AI agent workflows that decompose complex tasks into sequences of tool calls, memory lookups, and decisions — without a human in the loop for each step.
Automated Data Quality Pipeline
Schema validation, statistical drift detection, and completeness checks baked into the ingestion pipeline — catching bad data at the source rather than discovering it three reports downstream.
Telecom Billing Intelligence Assistant
Natural language interface over a customer’s billing history and plan data — trained to explain charges, flag overages, identify cheaper plans, and answer “why is my bill so high?” in plain language. Grounded on real account data, not generic FAQ content.
Predictive Maintenance System
Sensor-driven failure prediction for network hardware — identifying units likely to fail before they do, shifting maintenance from reactive to scheduled. Trained on historical failure patterns and live telemetry.
AI-Generated Analytics Reports
Fully automated report generation pipeline — SQL queries, trend analysis, and plain-English narrative summaries generated and delivered on schedule. What used to take hours now runs overnight.
TASPRA Digital Products Platform
This site itself — a full e-commerce platform for AI tools and data engineering resources. Built on WordPress + WooCommerce with a completely custom dark design system, SEO, and digital delivery infrastructure.
VideoFactory AI
You describe the idea. VideoFactory AI produces a real, platform-ready video — cut for Instagram Reels, TikTok, YouTube Shorts, LinkedIn, and more, all from a single prompt. No editing skills required, no timeline to drag clips around, no export settings to figure out. The AI handles scripting, visual direction, pacing, captions, and format — you get a polished video ready to publish.
Early idea-stage. Building toward a public beta. If this solves a real problem for you — get in touch.
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Whether it’s a data pipeline, an AI system, SaaS product, or automation that saves your team hours every week.
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