INIT // DIAGNOSTIC_KERNEL_v12.0
VERIFYING SAFE-HARBOR COMPLIANCE BOUNDARIES...
SYNCHRONIZING ZERO-PHI RUNTIME ENCLAVES...
> RESPONSIVE ARCHITECTURE OPTIMIZED. DISPATCH READY.

ALAPAN POREL

// PRODUCT MANAGER & SYSTEMS ARCHITECT

Available For Executive Engagement
Architecture Dossier // 2026

All-In-One
Problem Solver.

Bridging statutory commercial law with zero-to-one product execution. I architect B2B SaaS operations, safe-harbor AI pipelines, and strict data-privacy boundaries that scale enterprise unit economics.
Zero-to-One SaaS
Clinical AI Orchestrator
DPDP / HIPAA Moats
"I perceive problems much earlier than they arrive. I don't just build products; I architect the immune systems that protect them."
The Product Manager's Mandate
01

Clinical AI
Product Mgmt

Spec: NIVI v5.0 CDSS
Role: Founding Product Lead

Zero-to-One Execution

Architected an "Expert-in-the-Loop" Clinical Decision Support System (CDSS) for population-scale Indian healthcare. Replaced the 15-minute tele-consult administrative logjam with an empathetic AI intake that drafts a structured SOAP note for 15-second physician verification.

LLM Pipeline & Cost Optimization

Designed a Dual-Brain Orchestrator routing physical symptoms to MedGemma and mental health to a fine-tuned Qwen 235B model. Implemented Context Caching to retain clinical protocols on the server, slashing input token burn by ~90%.

INTERACTIVE CLINICAL SIMULATOR // PORT: 8080 ● ONLINE
01 Ingress & Scrub
02 Dual-Brain Routing
03 Context Cache & SOAP
> Awaiting execution command...
02

Structural
Leverage

Focus: Startup Turnaround
Vector: Operational Governance

Curing Organizational Diseases

Different domains—Healthcare, FinTech, Logistics—experience the exact same failure modes: manual exception handling, brittle dependencies, and founder-centric decision bottlenecks. I translate messy, ambiguous human coordination problems into strict, scalable architectural logic.

Anticipating System Failures

Operating model architecture, cross-departmental translation, embedded failsafes, and relieving founder dependencies through deterministic process engines before scaling fractures the company.

Systemic Invariant

"The LLM reasons.
The system remembers.
The policy decides.
Humans remain the ultimate authority."

> SYS_DIAGNOSTIC: FOUNDER_DEPENDENCY_SYNDROME
78%
Current System
Fragility
➔
85%
Target Bottleneck
Reduction
Resolution: Implemented Distributed Governance & Structured Verification Loop.
03

B2B SaaS
Strategy

Venture: Nivilia Wellness
Market: US Mental Health Ops

Patient Lifecycle Infrastructure

Founded Nivilia Wellness, an institutional B2B practice management service for solo US mental health practitioners. Engineered strict SLA-backed pipelines that transformed cold inbound directories into predictable enterprise revenue.

Zero-PHI Enclave Architecture

Engineered operations to execute entirely inside provider EHR environments via dedicated US static VPN endpoints. Established pre-signed HIPAA BAA and IRS W-8BEN-E compliance. Zero patient data touches local drives.

75%+
Intake Conversion
<2-Hr
Triage SLA Target
0
Local PHI Exposure
04

Statutory Eng. &
Regulatory Moats

Base: WBNUJS Law
Focus: Compliance Firewalls

Legal Doctrine as Code

Trained in Commercial Law and Institutional Design at The West Bengal National University of Juridical Sciences (WBNUJS). Contracts are not dry pages; they are operational specifications written in English syntax. I translate statutory mandates (DPDP Act 2023, HIPAA Title II, CDSCO SaMD Safe Harbors) directly into deterministic software boundaries.

SEC. 8 NON-PROFIT TRUST
Data Fiduciary Role
  • Public Hospital MoUs
  • Statutory Privacy Shielding
MSA SHIELD
➔
PVT LTD TECH CO
Data Processor Entity
  • 100% Commercial IP Ownership
  • Venture Equity Upside
05

Systems &
Outcome Matrix

Scope: Architectural Audit
Metric: Deterministic Output
Clinical Telemedicine
Dual-Brain Orchestrator generating structured SOAP schema for 15-second human physician sign-off.
75% Gross Margins
LLM Compute Burn
Static system prompt context caching directly on provider endpoints.
~90% Token Reduction
Statutory Privacy
Layer 0 Regex/NLP PII scrubbers + US static EHR VPN enclaves.
Zero PHI Footprint
Crisis Ops Network
300+ synchronized nodes with timestamped TTL verification queues.
<15 Min Latency
Status: Available To Architect
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