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Meet Soni Studio / VJTI Mumbai Provenance

Better digital experiences.
Less manual work.

I design and engineer custom websites, workflow automations, and practical AI systems that make businesses operate faster and look authoritative. Grounded strictly in your business reality—not generic templates or hallucinating chatbots.

01 / Scope Clarity

Fixed milestone scope & written specifications before writing code.

02 / Determinism

Critical business logic in verified code, never probabilistic prompt guessing.

03 / Full Custody

100% source code, schema, and hosting handover without platform lock-in.

Systems Transformation Canvas
CURRENT STATE (DRAG)

Operational Friction

Time lost per week18+ hrs

Manual handoffs, scattered spreadsheets, and missed client inquiries draining team capacity.

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Scattered Inquiries

Form submissions lost in unmonitored inboxes

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Manual Data Entry

Copy-pasting leads between sheets and email

!

Opaque Web Presence

Generic template fails to convert qualified prospects

Autocycling live stateView full process
Core Practice Areas

Systems built around how your business actually works

The process starts by understanding your operational friction—not choosing a fashionable technology and looking for a problem to solve.

PRACTICE 01

Websites and Digital Experiences

Fast, custom websites engineered for clarity, speed, and real inquiry generation.

Who this helps

Growing businesses, professional practices, and service firms needing an authoritative, modern digital presence without generic template clutter.

Included Deliverables

  • Custom responsive website design and implementation (Next.js / Tailwind CSS)
  • Structured inquiry capture and routing to your email or CRM
  • Conversion-focused copy architecture and clear navigation hierarchy
Fixed milestone scopeExplore service scope
PRACTICE 02

Business Workflow Automation

Eliminate repetitive manual routines across your forms, spreadsheets, and customer communications.

Who this helps

Teams losing hours copying data between tools, chasing overdue follow-ups, or manually generating weekly reports.

Included Deliverables

  • Automated lead capture, validation, and multi-channel routing (Email, Slack, WhatsApp)
  • Bidirectional synchronization between spreadsheets (Google Sheets / Excel) and CRMs
  • Trigger-based client onboarding notifications and scheduled follow-up sequences
Fixed milestone scopeExplore service scope
PRACTICE 03

Custom AI Assistants and Agents

Practical, tool-connected AI systems grounded strictly in your verified business data.

Who this helps

Companies wanting intelligent customer response or internal knowledge lookup without hallucinations or data privacy risks.

Included Deliverables

  • Custom knowledge assistants answering from your approved documents and product catalogs
  • Inquiry qualification agents with strict safety rules, objection handling, and human handoff
  • Automated request and document processing pipelines with structured JSON output
Fixed milestone scopeExplore service scope
PRACTICE 04

Internal Business Tools & Dashboards

Purpose-built web interfaces and operational dashboards that fit your exact workflow.

Who this helps

Business operators whose operations have outgrown messy spreadsheets but do not need bloated enterprise SaaS.

Included Deliverables

  • Custom internal web applications for data entry, review, and status tracking
  • Executive and operational dashboards aggregating key performance indicators
  • Role-based review and human approval portals for high-stakes decisions
Fixed milestone scopeExplore service scope
Proven Capability & Evidence

Real projects, verified benchmarks & honest limitations

Every case study carries its truthful classification—whether an operating software prototype, commercial advisory model, or peer-audited research.

WORK-01 · Internal Tools & Autonomous Decision SupportVERIFIED PROTOTYPE

AI Chief of Staff (FounderPilot)

Local-first decision-support prototype with encrypted vault and human-in-the-loop approval gates

Approach: Architected a local-first desktop application. Built an encrypted local vault and a deterministic recipe engine with canonical schemas for receivables aging, re...

Honest Boundary: Personal product build in active development.
TypeScriptNode.jsElectron / Loopback
Read full case study
WORK-02 · Financial Modeling & Product StrategyCOMMERCIAL ADVISORY

Enterprise Portfolio GTM & Channel Economics

Formula-linked 9-sheet financial model and channel sensitivity analysis across two software products

Approach: Constructed a bottom-up market sizing structure using published government enterprise counts (Udyam, DPIIT) and financial intermediary registers. Built a 9-shee...

Honest Boundary: Sanitized advisory case study. Client identities, proprietary metrics, and brand names are generalized or synthetic to strictly comply with confidentiality standards. All mathematical models operate on generalized industry benchmark parameters..
Financial ModelingMicrosoft ExcelSensitivity Curves
Read full case study
WORK-03 · Econometrics & Urban EconomicsAPPLIED RESEARCH

The Amenity Paradox (Housing Econometrics)

31-page econometric working paper testing amenity loading against realized pricing in Mumbai residential developments

Approach: Authored a 31-page academic paper ('Measurement Before Estimation') affiliated with VJTI Mumbai. Built the Mumbai Amenity Atlas (v3) across residential developm...

Honest Boundary: Pilot sample bounded to 19 projects.
Python (pandas)EconometricsLaTeX / Academic Publishing
Read full case study
WORK-04 · Hyperlocal Logistics & Retail AnalyticsAPPLIED RESEARCH

Quick-Commerce Dark-Store Unit Economics

Micro-fulfillment cost modeling and drop density sensitivity analysis for 10-minute grocery delivery

Approach: Constructed a store-level unit economics framework: mapped fixed dark-store overhead (lease, cooling/cold chain, picker staffing) against variable order economi...

Honest Boundary: Analytical research simulation derived from public financial filings and synthetic neighborhood delivery profiles. External publication URL pending formal owner verification..
Quantitative ModelingSupply Chain AnalyticsSensitivity Matrices
Read full case study
Engagement Discipline

Five transparent milestones, zero surprise invoices

Every engagement runs on an approved milestone specification with fixed deliverables. You see working staging links at agreed checkpoints.

01PHASE 01

Understand

We begin by examining your business reality: your current workflow, the actual operational bottlenecks, timeline constraints, and what success looks like in measurable terms.

DeliverableInitial Discovery Summary & Objectives Alignment
02PHASE 02

Scope

We draft an explicit project specification before touching code.

DeliverableWritten Project Specification & Fixed Milestone Scope
03PHASE 03

Build

Implementation proceeds in focused, reviewable phases.

DeliverablePhase Deliverables & Live Staging Previews
04PHASE 04

Test & Review

Every workflow, form, and interface is tested against real-world edge cases.

DeliverableComprehensive Verification Report & Acceptance Testing
05PHASE 05

Handover

We deploy the verified solution to your chosen environment, configure production credentials, transfer full source code and access, provide plainspoken documentation, and conduct a walkthrough session.

DeliverableProduction Deployment, Asset Ownership Transfer & Operating Guide

Full Asset & Source Code Handover

100% repository custody, environment documentation, and direct owner communication.

Read the full delivery protocol
Interactive Technical Demonstration

Agent Loop Trace Inspector

Step through a live multi-turn agent trajectory. Observe how deterministic state machines, token micro-budgets, and validation gates prevent autonomous agent loops from drifting or corrupting data.

OBJECTIVE: Demonstration Trace: Diagnose an intermittent state sync bug, write a reproduction test, patch the race condition, and verify CI passes.
STATE MACHINE GRAPH TOPOLOGYSTEP 1 OF 6
STATE
PLANNING
STATE
TOOL DISPATCH
STATE
SCHEMA VALIDATION
STATE
EXECUTION
STATE
EVAL GATE
STATE
CONVERGED
ACTIVE ACTION DISPATCHSTATUS: PASS
Action Payload

Decompose user report; isolate synchronization points in event queue

Trace Execution Log

> Supervisor: Identified async lock omission in WorkerPool.ts:L84

STEP LATENCY42 ms
STEP TOKENS185
CUMULATIVE LATENCY42 ms
CUMULATIVE TOKENS185
TRAJECTORY EVENT LOGORDINAL AUDIT
Start an Engagement

Let's build systems that give your time back

Every project starts with a direct conversation about your operational reality—not a sales pitch. Share what you're working on, and I'll tell you candidly whether I can help.

Direct collaboration with Meet Soni (zero outsourced layers).
Fixed milestone scope & written deliverables before coding.
100% full source code, data schema, and hosting handover.