Data Science
Air Quality in Indian Metro Cities: An Analytics Study of CPCB Open Data (Python and Power BI)
From CPCB's open data to policy-ready dashboards for four metro cities
- Python
- pandas
- NumPy
- +3
Every bundle: synopsis, PPT, code, viva answers. Filter until it looks like your syllabus.
Data Science
From CPCB's open data to policy-ready dashboards for four metro cities
AI & Machine Learning
Turn Agmarknet's daily wholesale prices into a seven-day forecast and a when-and-where-to-sell advisory
Cyber Security
Find committed API keys and tokens in repository history, then drive every one to verified rotation
Cyber Security
Baseline a Suricata sensor on your own lab network, cut the false positives, and prove every tuning decision with before/after numbers
Cyber Security
Turn the logs your college lab already writes into one correlated alert queue you can defend line by line
Cyber Security
Keep the 180-day CERT-In log trail without keeping your students' personal data inside it
Computer Science & Engineering
One searchable place for a district court's daily cause lists, case status and hearing dates, with watchlist alerts when a hearing moves
General
Beds, rent, electricity split, deposit refunds and repair tickets for a PG, without the notebook
Biochemistry
A p-nitrophenyl phosphate assay read at 405 nm, non-linear Michaelis-Menten fitting, and competitive inhibition by inorganic phosphate
Cyber Security
Consent-based phishing drills on a closed lab network — measure who clicks, teach the teachable moment, never capture a credential
Agricultural Engineering
Irrigates vegetable beds by soil-moisture thresholds instead of habit, and proves every litre with a flow meter
Electrical & Electronics
Characterise PV panels and tune MPPT tracking with logged data, not guesswork
Mining Engineering
An Arduino-based vane-anemometer and differential-pressure rig that maps airflow through a modelled mine ventilation network
Electrical & Electronics
Pedal-powered USB charging, with honest numbers for volts, amps and efficiency
Computer Science
Pre-order snacks, get a token and a pickup slot, and let the counter work from a live queue screen
Cyber Security
Flows, top talkers and scan indicators for the lab's own network — headers only, no blocking, full history
Aerospace / Aeronautical
Build a subsonic test tunnel on a student budget, then trace lift and drag on a 3D-printed NACA 0012 against theory
Cyber Security
Decoy files and file-system watchers that spot mass-modification behaviour in seconds and raise an alert a human can act on
Electronics & Communication
Trade sidelobe level against beamwidth the classic way — and validate every pattern against published results
Supply Chain & Logistics
Farm-to-retail loss at each node from 120 farmers, 15 traders and 20 retailers, then an NPV and Monte Carlo test of a cold-chain investment.
Biotechnology
Primer3 parameters, melting-temperature methods and BLAST specificity checked against a declared QC protocol
Computer Science & Engineering
Centralised vs FedAvg training of a small MLP/1D-CNN across simulated campus gateways, with non-IID splits and Raspberry Pi latency
Artificial Intelligence & Machine Learning
A new annotated Telugu–English corpus with measured agreement, and an honest benchmark of TF-IDF+SVM, BiLSTM, mBERT, XLM-R and MuRIL
Biomedical Engineering
Filter families compared on declared SNR-degradation trials over MIT-BIH, scored on SNR gain and R-peak accuracy