Data/BigData Projects
855 projects · Page 23 of 36
Data Catalog with Automated Lineage and PII Tagging
Build a catalog that discovers assets, draws lineage and tags personal data automatically. You will learn metadata engineering, lineage extraction and data classification.…
Multi-Tenant Analytics SaaS with Row-Level Security
Build analytics where each tenant sees only its own data, enforced in the database. You will learn multi-tenancy patterns, row-level security and embedded BI.…
Streaming Data Quality Framework with Contract Tests and Alerting
Apply contract tests to live streams and quarantine violating events with full traces. You will learn streaming quality design, contract testing and quarantine patterns.…
Open Data Portal for City Governments with APIs and Visualisations
Build a portal that publishes city datasets as APIs and ready-made visualisations. You will learn open data engineering, API design and civic data practice.…
Cold-Storage Tiering Design for Petabyte-Scale Log Archives
Design and simulate an archive tiering strategy that balances retrieval needs and cost. You will learn storage economics, lifecycle design and retrieval pattern analysis.…
Benchmarking Vector Databases for Billion-Scale Semantic Search
Benchmark ANN indexes at scale and characterise recall, latency and cost trade-offs. You will learn ANN algorithms, benchmark discipline and index tuning.…
Streaming Join Optimisation in Flink: Skew Handling Study
Study how key skew breaks streaming joins and evaluate mitigation strategies. You will learn stream internals, skew mitigation and performance methodology.…
Data Drift Detection Methods for Production ML Features
Compare drift detectors on production-like feature streams and their alert quality. You will learn drift statistics, monitoring design and false-alert economics.…
Differential Privacy in Data Warehousing: Query Budget Case Study
Run warehouse analytics under privacy budgets and study the utility cost. You will learn differential privacy, budget composition and governance design.…
Approximate Query Processing for Interactive Dashboards
Make dashboards interactive with approximate answers that carry honest error bars. You will learn sketching algorithms, error estimation and UX for uncertainty.…
Knowledge Graph Embeddings for Drug Repurposing Candidate Prediction
Predict drug-disease links with graph embeddings and validate against known evidence. You will learn graph representation learning, biomedical data and evaluation rigour.…
Causal Impact Measurement for Marketing Campaigns with Synthetic Controls
Estimate true campaign lift using synthetic controls instead of naive before-after reads. You will learn causal design, synthetic control methods and business communication.…
Federated Analytics Across Hospital Data Silos
Answer cross-hospital questions without centralising patient-level data. You will learn federated system design, schema mediation and privacy governance.…
Temporal Graph Mining for Financial Crime Detection
Detect crime patterns that only appear when transaction timing is taken into account. You will learn temporal graph methods, motif analysis and investigator workflows.…
Cost-Aware Query Optimisation for Serverless Warehouses
Study how serverless pricing changes optimal query plans and physical design. You will learn query optimisation, cost modelling and workload characterisation.…
OPD Utilisation Patterns on a Synthetic Hospital Dataset — Rural-Urban Differentials with Indicator Dashboards
Build a reproducible analysis of the OPD utilisation patterns on a synthetic hospital dataset — rural-urban differentials using only public or published aggregate data, with cleaned datasets, documented indicators and cl…
Mental Health Service Utilisation from Public Reports — State-Wise Comparison with Interactive Dashboards
Build a reproducible analysis of the mental health service utilisation from public reports — state-wise comparison using only public or published aggregate data, with cleaned datasets, documented indicators and clear cha…
TB Treatment Success Rates from Public Programme Data (Nikshay Aggregates) — Rural-Urban Differentials with Indicator Dashboards
Build a reproducible analysis of the TB treatment success rates from public programme data (nikshay aggregates) — rural-urban differentials using only public or published aggregate data, with cleaned datasets, documented…
Low Birth Weight Trends from Public Aggregates — Subnational Estimates — Analysis and Reporting Platform
Build a reproducible analysis of the low birth weight trends from public aggregates — subnational estimates using only public or published aggregate data, with cleaned datasets, documented indicators and clear charts. Yo…
Cancer Incidence Patterns from Public Registry Summaries — Decadal Trend Analysis and Reporting Platform
Build a reproducible analysis of the cancer incidence patterns from public registry summaries — decadal trend analysis using only public or published aggregate data, with cleaned datasets, documented indicators and clear…
Japanese Encephalitis Trends from Public Surveillance — Reproducible Analysis Pipeline
Build a reproducible analysis of the japanese encephalitis trends from public surveillance using only public or published aggregate data, with cleaned datasets, documented indicators and clear charts. You will learn data…
Hypertension Care Cascade from Public Survey Data with Interactive Dashboards
Build a reproducible analysis of the hypertension care cascade from public survey data using only public or published aggregate data, with cleaned datasets, documented indicators and clear charts. You will learn data cle…
Scrub Typhus Reporting Trends from Public Data — Subnational Estimates with Indicator Dashboards
Build a reproducible analysis of the scrub typhus reporting trends from public data — subnational estimates using only public or published aggregate data, with cleaned datasets, documented indicators and clear charts. Yo…
Multimorbidity in Older Adults from Public Data — District-Level Mapping — Analysis and Reporting Platform
Build a reproducible analysis of the multimorbidity in older adults from public data — district-level mapping using only public or published aggregate data, with cleaned datasets, documented indicators and clear charts. …