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Reversed ATS Platform (RATS)
🐀 RATS (Reversed ATS platform), a platform for analyzing job market trends, predicting salaries, and matching candidate to jobs market using real-time data from LinkedIn and Glassdoor.
Platform Features
- Built a real-time job market intelligence platform that ingests LinkedIn-like job data, transforms it, and serves analytics + ML predictions.
- Designed streaming data pipelines with Kafka + Spark Streaming for high-throughput data consumption and preprocessing.
- Developed batch transformations and data modeling using dbt to create analysis-ready datasets for downstream BI and ML use cases.
- Contributed to ML lifecycle: model training workflows and deployment of prediction APIs for salary/job-matching services.
- Supported production-ready data/ML architecture across ingestion, transformation, training, and serving components.
- Delivered dashboard integration for business users to explore hiring trends, salary insights, and job-candidate matching signals.
Tech Stack
- Data Engineering: Apache Kafka (Confluent Cloud), Spark (Databricks), dbt
- ML/MLOps: FastAPI (model serving), model training pipelines (Python)
- Frontend/Visualization: Next.js