S. Taneja
Engineering Portfolio

Five Deployed Architectures & Research Systems

Comprehensive specifications for each active system, linked directly to verifiable evidence: live platform URLs, working paper monographs, empirical benchmark reports, and signed institutional references.

I.

Teacher ONE

Curriculum-Grounded Instructional Architecture
Live · Empirically Audited

A thirty-module platform for CBSE Class 10 and 12 incorporating 101 custom interactive structural diagrams. Built around a pre-generative retrieval engine that refuses out-of-syllabus queries rather than producing ungrounded explanations.

Retrieval hit@1 0.9733 across 9,226 indexed passages · confidence-gate F1 0.9836 · cold-start latency 455 ms. Complete over-refusal safety metrics published transparently.

Electron RuntimeNext.jsPython Local EngineBM25 SearchConfidence Gate
II.

CliniqueX & NOX MED

Clinical Operations & Radiological Informatics
Deployed · Active Production Use

A unified clinical management platform operating in a working diagnostic practice in Meerut, integrating patient registration, itemized billing, clinical routing, imaging queues, and financial auditing. NOX MED extends the system into structured radiological reporting.

Independently verified in signed documentation from the practice's consultant radiologist.

Clinical InformaticsFinancial AuditingImaging QueuesStructured Reporting
III.

The Ivory Index

Admissions Intelligence Platform
System Monograph & Software Engine

An offline desktop application for university admissions, incorporating a 1,073-university relational database paired with on-device model inference across 27 analytical modules covering matching, essay diagnostics, interview preparation, aid evaluation, and visa compliance.

Accompanied by an eighteen-section policy monograph examining market asymmetry and guidance economics in elite higher education.

ElectronViteClient-Side LLM27 Modules
IV.

BUDDY — The Emotional Intelligence Layer

Persona-Conditioned Conversational Research
Research Prototype · Under Development · Expected Q2 2027

An offline, emotionally-reactive conversational AI running entirely on-device via Ollama, built around a hand-authored emotional-intelligence persona layer rather than a generic assistant register. Evaluated in a 187-item blind study against an identical unconditioned baseline.

Human-likeness 8.85 / 10 vs 1.20 baseline · emotional intelligence 7.51 / 10 vs 1.77 baseline · technical-correctness cost −0.15 points once a verbosity-bias artifact in the judging rubric was corrected. Full methodology and raw per-item logs published.

OllamaPersona ConditioningBlind EvaluationOffline Inference
V.

Anti-Corruption Association of India

Public Institutional Web Platform
Live · Production Infrastructure

Official web infrastructure for a registered national anti-corruption organisation. Complete technical responsibility for frontend architecture, hosting infrastructure, DNS configuration, deployment management, and security protocols.

Independently certified in official documentation from the organisation's Executive Secretariat.

Frontend ArchitectureCloud HostingDNS SecurityCybersecurity
Academic Correspondence

Inquiries regarding technical specifications.

tcshaksham@imperialecc.com