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AI Product Architect

Harshit
Choudhary

Founding Engineer & Product Manager @ HindTrade
Previously Founder @ Himrock Exports

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Live Agent Architectures

Status: ONLINE • Latency: 12ms

Skyclad Nexus

AI Trade Operating Officer

Flagship

Mission

Bridging the critical gap between GovTech (Compliance), Maritime (Logistics), and Infrastructure.

Launch Skyclad Nexus

Legal Mind

HS Codes

Solution

Instantly calculates duties and generates docs for 180+ countries.

Consult Legal

Fintech Fix

Clerkie

Solution

"Ring-fences" bill money and hunts unused subscriptions via API.

Initialize Guard

SaaS Auto

Scheduler

Solution

Auto-schedules tasks and routes charts instantly, saving 10+ hours.

Deploy Agent
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Engineering The Solution

Solo Founder

HindTrade Comply
2024 - Present

A specialized compliance engine automating EU-CBAM carbon reporting for Indian Exporters.

The Loophole

The "Green Wall" of Europe (CBAM). Indian exporters cannot calculate "embedded carbon" in their steel or aluminum. Consultants charge ₹50k+ per report and take weeks. Non-compliance means losing the EU market.

The AI Solution

TurboTax for Carbon.
Ingests Utility Bills/Production Logs via OCR Maps to EU Emission Factors Auto-generates compliant XML Reports for the EU Registry.

Impact: Reduced compliance cost by 95% (From $500 to $10). Time reduced from 2 weeks to 2 minutes.

Founding Engineer

HindTrade AI
2025 - Present

Trade is 10% moving goods and 90% managing information. I architect the OS (Operating System) that identifies manual leaks and plugs them with autonomous agents.

The Agri-Connect Agent (Middleman Remover)

The Loophole

Exploitation by Middlemen. Farmers sell at dirt-cheap rates to agents who sell at 10x to manufacturers. Farmers have no direct access to buyers.

The AI Solution

Identity Verification: Farmer uploads Kisan Card/Aadhaar Verified Profile Created Direct connect to Manufacturers (Zero Commission).

The Integrated Vision: Regular households can connect here to request "Bulk Organic Farming" directly from the source. Farm-to-Table, fully digitized.

The Gatekeeper & Trust Agent

The Loophole

Anonymous Fraud. Currently, anyone can register on B2B platforms. Scammers create fake profiles, take advances, and vanish. No way to verify history.

The AI Solution

User Registers Gatekeeper Agent scans Govt DBs Assigns Risk Score (0-100).

The "Mini-LinkedIn" Effect: Verified companies get a public profile showcasing Repo, Past Shipments, Awards, & Connections.

The Sales & Networking Agent

The Loophole

Dead Leads & Missed News. Finding buyers takes weeks of cold calls. Critical trade news (duty changes) is often missed until it's too late.

The AI Solution

Auto-Connect: Agent scrapes demands Matches with user's product Sends automated connection request.

News Engine: Daily aggregation of trade news relevant only to the user's sector.

The CA & Finance Agent (UDIN)

The Loophole

The 3-Day Lag. Manual coordination for Networth/15CB certificates. Users send data, wait for drafting, signing, and scanning. High risk of forgery.

The AI Solution

Agent Pre-fills Data CA Digitally Signs Agent verifies UDIN via API.

Legacy: ₹3,000 (4 Days) High Cost
AI Cost: ₹1,500 (10 Mins) 50% SAVED

Logistics & Sample Protection Agent

The Loophole

Sample Theft & Wastage. Expensive samples sent to buyers often get "lost" or opened without accountability. No live tracking of opening events.

The AI Solution

Unique QR Generation Stick on Sample Receiver Scans QR Instant "Sample Opened" Webhook sent to Exporter.

The Global Lawyer (HS Codes)

The Loophole

Information Asymmetry. 180+ countries. 1000s of changing HS codes. Static databases fail. Manual Google search is inefficient.

The AI Solution

Query Vector DB If null, perform Google Search Perplexity Web Search for latest laws Auto-generate compliant doc.

Ex-Founder & Operator Himrock Exports

Built and ran an export business from 0 to 1. This operational experience gave me the "Founder's Eye" to spot the exact inefficiencies I now solve with code.

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Selected Works

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The Journal

How to Interact with AI

5 Dec 2025 • AI Strategy

We often speak to AI like we speak to humans, expecting it to understand "implied" context. That is the first mistake. Humans operate on shared cultural assumptions; AI operates on **strict logic**.

The "Prompt Refiner" Protocol: Never send a raw thought to your execution bot. Use a separate "Architect Bot" first. Tell it: "Refine this thought into a precise technical prompt." Then, feed that polished output to your coding agent.

This is the edge. It's not about the model you use; it's about the language you speak. You must translate "Human Intent" into "Machine Instructions" with zero ambiguity.

God, Brain & The Dopamine Loop

Dec 19, 2024 • Neuroscience

We believe we are the pilots of our lives, but neuroscience suggests we are passengers. The subconscious autopilot drives 95% of our decisions. Religion was perhaps the first "operating system" designed to override these base impulses.

Today, social media exploits this same hardware. When you reach for your phone, it's not you—it's a dopamine loop. As an engineer, I see this as a bug in our biological code. We must build systems to scale our minds, not just our tech.

The "Top 1%" Filter Effect

Jan 10, 2025 • Environment

People ask what makes NITs/IITs special. It's not the syllabus; the books are the same everywhere. It's the **Filter**.

These students are already the top 1% selected from millions via JEE. You are thrown into a room with people from 29 different states, all competitively driven. You don't work hard to stand out; you work hard just to survive.