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Software Development
An OJT report on a paper job-card workflow, plus a small Flask app for check-in, estimates, parts, mechanics and delivery
Information Technology
Monthly dues, receipts, penalty ageing and clubhouse slots for a residents' welfare association
Computer Science
Pre-order snacks, get a token and a pickup slot, and let the counter work from a live queue screen
AI & Machine Learning
Turn Agmarknet's daily wholesale prices into a seven-day forecast and a when-and-where-to-sell advisory
Cyber Security
Turn the logs your college lab already writes into one correlated alert queue you can defend line by line
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
Blockchain
The shopkeeper's credit book rebuilt as a hash-chained ledger, where a torn page or an altered amount can no longer be hidden
Cloud Computing
One small app, two containers, a tested restore drill — operations discipline for a real tuition business
General
Daily can deliveries, deposits and monthly bills for a 300-household water business — no paper diary
Electronics & Communication
Battery-sipped sensor nodes carry soil-moisture readings over 433 MHz LoRa to a gateway that graphs irrigation alerts on a Python dashboard
Cyber Security
Keep the 180-day CERT-In log trail without keeping your students' personal data inside it
Electronics & Communication
A single-phase meter node that logs kWh at 1-minute intervals, flags tamper and overload anomalies, and plots them on a Python dashboard
Cyber Security
Flows, top talkers and scan indicators for the lab's own network — headers only, no blocking, full history
Electrical & Electronics
Per-machine kWh from CT clamps, logged to a Python server and turned into an energy-audit dashboard with pandas
Cyber Security
Find committed API keys and tokens in repository history, then drive every one to verified rotation
AI & Machine Learning
Turn a Soil Health Card into an explained, district-specific crop recommendation a small farmer can act on
Cyber Security
Baseline a Suricata sensor on your own lab network, cut the false positives, and prove every tuning decision with before/after numbers
AI & Machine Learning
Predict tomorrow's air quality band for every Bengaluru monitoring station, before the morning commute
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
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
General
Job cards, depot-store issues, MKBF per route and model, failure Pareto and parts-demand forecasting
Cyber Security
Three decoy ports that listen, log every knock, and turn lab scan traffic into charts the lab in-charge can actually read
AI & Machine Learning
Forecast daily OPD crowds department by department, and plan the doctor roster before the Monday rush arrives