Selected Work | Tanishk Bhardwaj

Computer Vision / Logistics Automation

The Unreadable Waybill

Converted difficult waybill images into barcode-linked shipment information.

My contribution: I designed and implemented image preprocessing, Code 128 decoding, and data-retrieval logic.
Evidence: 86.4% resolution across a confidential 1,000-image validation set.

Internal operational workflow2026

Analytics / GenAI / Business Intelligence

Identified repeated business-question patterns and BI Copilot failure points.

My contribution: I analyzed historical conversations and contributed to intent, prompt, caching, routing, and semantic-view improvements.
Evidence: Approximately 15,000 historical conversations analyzed

Completed contribution2026

Industrial AI / Predictive Maintenance

Converted industrial sensor telemetry into maintenance-risk signals.

My contribution: I engineered rolling-window features and benchmarked Random Forest against XGBoost.
Evidence: 100k+ records from approximately 200 sensors across approximately 10 motor systems

Completed internship project2024-2025

Computer Vision / Operations

Explored computer-vision monitoring for confidential logistics SOP scenarios.

My contribution: I'm contributing to ROI analysis, evidence capture, event logic, alerts, and dashboard requirements.
Evidence: 18 confidential operational-compliance scenarios

Ongoing proof of concept2026

Logistics Analytics / Business Intelligence

Explored shipment visibility, SLA risk, operational exceptions, and revenue at risk.

My contribution: I designed and built the independent analytics prototype and synthetic data model.
Evidence: 2k+ synthetic shipment records

Independent prototype