// PRODUCTION DEPLOYMENTS & ARCHITECTURAL CASE STUDIES · SECTION 04

Flagship Systems & Production Impact

Technical architecture breakdowns of production systems, projects, and repositories this candidate has attached to their dossier.

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 01 // PROJECTRole: FEATURED PROJECT

UniPlacement

Engineered an AI-powered SaaS platform with role-based Admin/Student workflows, enabling automated eligibility filtering, application tracking, and resume customization via skill–JD matching algorithms. Built an NLP-driven Resume Intelligence engine with RAG-based recommendations and VectorDB search to extract structured resume data, compute fit scores, identify skill gaps, and generate personalized support.

TechnologyNext.js

StackNLP

PlatformRAG

Metric 01—Pending

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 02 // PROJECTRole: FEATURED PROJECT

Debrief

Engineered a full-stack agentic CRM for pharma field reps using a Groq Llama-3 agent to extract structured interaction data (HCP sentiment, products, follow-ups) from free-text narration. Architected an explicit LangGraph StateGraph with a MemorySaver checkpointer, ToolNode execution, and conditional routing across 5 tools, with full audit trails and a live Agent Activity panel. Built dual entry paths (structured form + conversational chat) writing to one PostgreSQL schema with LLM-driven summarization, sentiment classification, and Docker Compose deployment.

TechnologyLangGraph

StackReact

PlatformFastAPI

Metric 01—Pending

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 03 // PROJECTRole: FEATURED PROJECT

SleepCare

Engineered an IoT health system on ESP32-S3 integrating 5 physiological sensors streaming 10-seconds buffered windows for ECG cardiac event processing, live Socket.IO broadcasting pipelines across 4 clinical modes. Built a real-time backend inference and EEG-based sleep stage classification for Alpha, Beta, Gamma, and RMS signal. Architected a MERN-stack platform as Observer pattern for live dashboards, and mode-wise historical analytics with RAG-based session querying and real-time alerts, 4 Excel export pipelines.

TechnologyWebSockets

StackMERN Stack

PlatformESP32

Metric 01—Pending

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 04 // PROJECTRole: FEATURED PROJECT

Revenue Attribution Pipeline

One trace from first message to paid order, across three channels.

Technologyn8n

StackSupabase

PlatformRazorpay

Outcome600+ conversations / daySelf-reported

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 05 // PROJECTRole: FEATURED PROJECT

AI Phone Receptionist

Two hotels, one tenant-isolated brain, sub-millisecond routing.

TechnologyFastAPI

StackAnthropic Claude

PlatformPostgreSQL RLS

Metric 01—Pending

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

SYSTEM 06 // PROJECTRole: FEATURED PROJECT

Debrief

An agentic CRM for pharma field reps who talk faster than they type.

TechnologyLangGraph

StackGroq Llama-3

PlatformReact

Metric 01—Pending

Metric 02—Pending

Metric 03—Pending

View Project

TELEMETRY // PENDING

PROBE: —

[PENDING] Production telemetry awaiting interview engine

[PENDING] Topology mapping not yet attested

[PENDING] Hardware counter verification unavailable

Architecture Topology Mapping

[SYSTEM] ────► [PENDING]
                          │
                   (Awaiting attestation)
                          ▼
            [Interview Engine — arriving soon]

Hardware: —AUDITED SLA: PENDING

// INTERVIEW ENGINE

Interview Engine is arriving soon....

// INTERVIEW ENGINE

Interview Engine is arriving soon....

// RECRUITMENT & ADVISORY ENGAGEMENTS

Request Technical Architecture Dossier

Full verification packet containing source artifacts, production traces, and formal proofs available for prospective leadership roles once attested.

Download PDF (Signed)Request Intro

Flagship Systems & Production Impact

Interview Engine is arriving soon....

UniPlacement

Interview Engine is arriving soon....

Debrief

Interview Engine is arriving soon....

SleepCare

Interview Engine is arriving soon....

Revenue Attribution Pipeline

Interview Engine is arriving soon....

AI Phone Receptionist

Interview Engine is arriving soon....

Debrief

Interview Engine is arriving soon....

Repository signatures

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