SYSTEMS ONLINE // ACCEPTING Q3/Q4 PROJECTS

BUILD SYSTEMS
THAT RUN THEMSELVES.

AI agents, autonomous workflows, intelligent automation, and production-grade software engineered to operate 24/7 without manual intervention.

AI ENGINEERING
AUTONOMOUS AGENTS
FULL-STACK SYSTEMS
API INTEGRATION
10+
YEARS ENGINEERING EXPERIENCE
Ex-Amazon Senior Level Expertise
100%
FOCUS ON PRODUCTION SYSTEMS
Zero Disposable Demos
24/7
AUTONOMOUS WORKFLOWS
Self-Healing Background Execution
AI-FIRST
SYSTEM ARCHITECTURE
LangGraph / Deterministic RAG
CAPABILITIES & INFRASTRUCTURE

PRODUCTION-GRADE
ENGINEERING SERVICES

We don't ship surface-level demos. We build reliable, self-healing software architectures designed for enterprise scale.

01

AI AGENTS & MULTI-AGENT SYSTEMS

Autonomous systems that reason, execute, remember and recover.

We design stateful, deterministic multi-agent graphs equipped with memory persistence, tool execution, human-in-the-loop verification, and automated fallbacks.

STACK & PROTOCOLS
LangGraphLangChainOpenAI APIAnthropic ClaudeRAGVector Databases
02

BUSINESS PROCESS AUTOMATION

Turn repetitive operations into autonomous workflows.

03

INTELLIGENT DATA EXTRACTION & OCR

Turn the open web and unstructured documents into structured intelligence.

04

CUSTOM FULL-STACK APPLICATIONS

Production-grade applications built around your actual business processes.

05

ENTERPRISE AI INFRASTRUCTURE

Run AI reliably instead of duct-taping APIs together.

SYSTEM INEFFICIENCY DETECTED

YOUR BUSINESS IS PROBABLY
RUNNING ON HUMAN APIs.

Stop paying skilled engineering and operations teams to manually copy, paste, clean, and transfer data between tabs and legacy tools.

FRAGILE MANUAL PROCESSHigh Friction / Slow
1. Employee reads incoming emailManual Delay
2. Manual Copy/Paste to ExcelHuman Error Risk
3. Manual CRM deal status update18-Hour Bottleneck
AUTONOMOUS AGENT SYSTEM24/7 / <1s Latency
Event Webhook TriggeredInstant
LangGraph Reasoning + ToolsDeterministic
Direct PostgreSQL SyncVerified
LIVE ARCHITECTURE CONSOLE

INTERACTIVE PIPELINE TOPOLOGY

Click any module to inspect real-time execution specs, runtime code, live JSON telemetry, and operational recovery logic.

TELEMETRY CONSOLE: LANGGRAPH AGENT
Response SLA210ms
Current Load180 agent_loops/m
Resource Alloc1.2GB
Node Health ACTIVE

Stateful agent execution loop running on LangGraph. Manages cyclical reasoning graphs, structured tool invocation, and automated state restoration.

Operational Guarantees
Automatic Failover Enabled
Zero-Data-Loss Logging
Schema Enforced Output
Awaiting system activity...
PROVEN DELIVERIES

PRODUCTION SYSTEMS
CASE STUDIES

Multi-Agent System88% Automated Resolution

Autonomous AI Infrastructure Engine

Enterprise-wide multi-agent system coordinating automated data analysis, customer request routing, and contextual tool execution.

PROBLEM: Manual triaging of 5,000+ complex inbound enterprise requests weekly causing 18-hour response bottlenecks.
SOLUTION: Engineered an autonomous LangGraph agent network with tool-calling capabilities, vector memory, and self-correcting error state loops.
LangGraphPythonFastAPIPineconeOpenAI GPT-4o
Request Similar Architecture
OCR & Data Ingestion99.7% Accuracy Rate

Document AI & Extraction Engine

Scalable document processing pipeline that parses complex, multi-page financial forms, validates extracted data, and updates ERP systems.

PROBLEM: Data entry team spent 120+ hours weekly manually transcribing scanned PDF invoices and cross-checking serial numbers.
SOLUTION: Built a Playwright + Vision-LLM hybrid engine that auto-classifies, extracts table schemas, validates checksums, and pushes directly to PostgreSQL.
PlaywrightPythonTesseract OCRFastAPIPostgreSQL
Request Similar Architecture
Enterprise Automation15 Hours Saved / Rep / Week

CRM Workflow Automation Architecture

Event-driven automation mesh integrating HubSpot, Google Calendar, custom webhooks, and AI follow-up generators.

PROBLEM: Sales reps wasted 40% of their workday moving deal status updates across 4 disjointed platforms.
SOLUTION: Deployed a self-healing n8n orchestrator backed by custom Python FastAPI microservices and transactional logging.
n8nPythonREST APIsWebhooksHubSpot API
Request Similar Architecture
Full-Stack Custom App<50ms Data Latency

Interactive AI Trading & Risk Dashboard

Real-time financial risk modeling platform featuring live telemetry streaming, sentiment signal ingestion, and interactive WebGL graphs.

PROBLEM: Existing analytics software was sluggish, lacked real-time model integration, and presented opaque risk metrics.
SOLUTION: Architected a Next.js / TypeScript WebGL dashboard connected via WebSockets to a high-throughput Python back-end.
Next.jsTypeScriptThree.jsFastAPIWebSockets
Request Similar Architecture
10+
YEARS ENGINEERING EXPERIENCE
Ex-Amazon Senior Level Expertise
100%
FOCUS ON PRODUCTION SYSTEMS
Zero Disposable Demos
24/7
AUTONOMOUS WORKFLOWS
Self-Healing Background Execution
AI-FIRST
SYSTEM ARCHITECTURE
LangGraph / Deterministic RAG
ENGINEERING PHILOSOPHY

WE DON'T SHIP PROTOTYPES.

We engineer software systems that survive contact with production, unexpected API disruptions, chaotic unstructured inputs, and high throughput.

DETERMINISTIC STATE

Explicit graph state management preventing agent hallucinations and infinite loops.

FAULT-TOLERANT RETRIES

Exponential backoff, circuit breakers, and automatic backup LLM provider failover.

REAL-TIME OBSERVABILITY

Structured telemetry tracing every token, API call, and database transformation.

HUMAN-IN-THE-LOOP

Seamless human escalation checkpoints for high-stakes enterprise decisions.

STRICT DATA VALIDATION

Pydantic schema enforcement guaranteeing clean structured outputs every time.

ZERO-TRUST SECURITY

Encrypted secret management, sandboxed execution, and sanitized prompt pipelines.

EXECUTION METHODOLOGY

FROM MESSY PROCESS TO
AUTONOMOUS SOFTWARE

01

DISCOVER

Audit manual workflows, API bottlenecks, and business process dependencies.

02

ARCHITECT

Design deterministic state graphs, failure handling, schema contracts, and RAG pipelines.

03

ENGINEER

Build backend microservices, n8n automations, Python models, and frontend controls.

04

STRESS TEST

Validate edge cases, hallucination limits, API rate limiting, and recovery fallbacks.

05

DEPLOY & OBSERVE

Deploy to production cloud infrastructure with live telemetry, logging, and continuous optimization.

LEADERSHIP & ARCHITECTURE

ENGINEERING EXPERTISE
DIRECTLY TO YOUR SYSTEM

Senior engineering expertise available directly to businesses. Specialized in bridging chaotic business logic with autonomous, self-healing LLM multi-agent infrastructures.

Previous: Ex-Software Engineer at Amazon
Education: B.E. in Computer Science (WBUT, 2011–2015)

Ankit Das

AI Automation Engineer & Software Architect

Top Rated (100% Job Success)100% Job Success Rate
$500K+ Processed
VERIFIED EARNINGS
100+ Production Deliveries
SUCCESSFUL JOBS
100%
On-Time
Enterprise
Clients
95%+
Repeat Rate
PROOF OF EXCELLENCE

What Leaders Say When
Systems Finally Work

Click through real enterprise reviews and client ROI breakdowns.

“He saved our entire Q3 launch from total failure”

"Ankit is extremely passionate about helping to find solutions, especially around AI and data. He is a speedy communicator and very fair in his work and pricing."

10x
Faster Deployment
Verified Enterprise Client
VP of EngineeringFintech Scaleup
Verified Upwork Review
INITIATE ARCHITECTURAL CONSULTATION

WHAT SHOULD WE AUTOMATE?

Tell us the process that wastes your team's time. We'll design custom software to take over.