JioTV content summarization pipeline

At DosBro, I built a BERT/T5-based summarization pipeline for JioTV companion apps so editorial teams could turn long-form broadcast content into short summaries quickly enough for live news and event coverage.

The system reached ROUGE-L 0.88 and cut editorial turnaround by 45%, which mattered more than the metric itself: newsrooms needed summaries during live events, not after the fact. The work sat at the intersection of seq2seq modeling and a real content ops workflow.

Focus

• BERT and T5 summarization for media products
• Production-oriented NLP for live news workflows
• Measurable speedup for editorial teams