Pick a degree, pick a branch, stop refreshing college WhatsApp groups.
Data Science & Analytics
A Java + MySQL mini-project that turns daily fuel-price bulletins into trends, tax-gap analysis and honest short-term forecasts
Information Technology
Monthly dues, receipts, penalty ageing and clubhouse slots for a residents' welfare association
Automobile Engineering
Logs every cell's temperature, voltage and current through real cycles and tests whether a heat spreader tames the gradient
Environmental Engineering
Ten years of monthly monitoring records turned into an index, seasonal trends and a predictive model
Biomedical Engineering
Record a real single-lead ECG on an AD8232 trainer, quantify mains, motion and muscle noise, and compare analogue and digital filter cures
Instrumentation & Control
Two acrylic tanks, one pump and a tuned PID loop — build the classic level-control problem on a bench and log every step response
Electrical & Electronics
Catch the sags, swells and unbalance that trip lab feeders and colony pumps
Internet of Things
ESP32 nodes on MQTT watch a +2 to +8 °C vaccine refrigerator, log every reading to MySQL and raise excursion alerts before doses are lost
Textile Engineering
A conditioned, standard-test study linking loom construction data to GSM and strip tensile strength across four powerloom fabrics
Cloud Computing
Eight Bengaluru outlets, one platform: containerised Spring Boot microservices with a Jenkins pipeline and monitored rollouts
Cloud Computing
Fixed pods vs Horizontal Pod Autoscaler: measured p95 latency and rupee cost per 1,000 requests on a real study-centre portal
Chemical Engineering
Hermia blocking laws and critical-flux estimation fitted to published flux–time data with a declared protocol
Automobile Engineering
Three BMS estimators benchmarked on NASA and CALCE battery data under drive-cycle loads and cold-start SOC errors
Instrumentation & Control
One declared tuning protocol, one benchmark column: centralised MPC against SIMC-tuned PID with and without decoupling
Software Development
An OJT report on a paper job-card workflow, plus a small Flask app for check-in, estimates, parts, mechanics and delivery
Data Science
A two-stage learning-to-rank engine over real Bengaluru restaurant data, judged by NDCG — not by vibes
Data Science & Analytics
CPCB station data plus weather, a scheduled ETL, time-series-validated models and a Streamlit AQI dashboard
Cyber Security
Three decoy ports that listen, log every knock, and turn lab scan traffic into charts the lab in-charge can actually read
Civil Engineering
Linear, forest and boosting regressors compared by nested cross-validation; mixes proposed inside IS 456 constraints
Data Science
A data-quality-gated pipeline from NREGA progress reports to a decision-ready warehouse and dashboard
Information Technology
Faculty book lab slots online and the HOD sees which labs, machines and hours are actually used
Petroleum Engineering
Marsh funnel and six-speed viscometer characterisation of bentonite–polymer water-based muds, fitted to real rheology models
Electrical Engineering
Gauss-Seidel, Newton-Raphson and fast decoupled, implemented from scratch and judged on numbers
Agriculture
Cattle-dung blends with paddy straw, leaf litter and market waste, benchmarked against FCO Schedule IV specifications