Results Delivered.

Gaming Tech Lakehouse

Scaling Real-Time Infrastructure at Drest

The challenge involved scaling a data infrastructure to support high-frequency ingestion and complex analytics for a gaming startup. We implemented a Lakehouse architecture using Spark and Iceberg on S3, integrated Trino for dbt querying, and built Flink-based monitoring.

15x

Capacity Growth

40%

Cost Reduction

99.9%

Reliability

AdTech NLP & LLM

Legacy Migration & Semantic Matching at Superside

We overhauled the legacy stack to a Modern Data Stack (Snowflake + dbt) and built a semantic matching engine using Sentence-BERT and Faiss. Additionally, a sentiment analysis pipeline was integrated with Slack to proactively manage customer churn.

70%

Query Speedup

60%

Time Saved (Manual Review)

18%

Churn Reduction

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