about me

I started in embedded systems and cryptography research at the University of Sussex, then spent 8 years as Executive Director at Aim Global Solutions — building a team of 30 developers and delivering across finance, GIS, computer vision, e-commerce, and defence. Since 2019 I've gone deep as a hands-on architect and engineer: 638 hours building a Check Point-to-AWS firewall translation platform, 572 hours on an LLM-powered email system, real-time voice processing for Tomato AI, and RAG workflow engines. Lately I've gone deep on agentic AI — building autonomous agents that reason through an auditable Plan-Do-Check-Act loop with ReAct-style planning and tool-use, plus a LoRA fine-tuning platform that turns their own decision traces into specialist models. I've earned 5 AWS certifications (including Solutions Architect Professional and DevOps Engineer Professional) and CKAD — now lapsed on renewal cadence, though the cloud-architecture and Kubernetes expertise they reflect stays current in my work — plus an active PMP. $100K+ earned on Upwork with 100% Job Success and Top Rated Plus status.

AWSPythonTerraformDockerKubernetesCI/CDReactNode.jsGCPSolution ArchitectureAI/MLLLMs / OpenAI / Anthropic / GeminiFirebaseFirestoreServerlessDynamoDBBoto3LambdaAnsibleSIP / VoIPgRPCC++FreeSWITCHNetwork SecurityEmbedded SystemsProject ManagementWordPressWooCommerceAWS CDKAWS AmplifyVector EmbeddingsMySQLNVIDIA TritonLinuxAI Agent FrameworksBrowser AutomationShell ScriptingVirtual MachinesPlaywrightSQLiteMCP (Model Context Protocol)Prompt EngineeringPenetration TestingOpenClawVPS DeploymentGoogle WorkspaceDevOpsObservabilityAPI DesignStakeholder ManagementDocumentationAgentic Reasoning Patterns (PDCA, ReAct, Planning, Tool-Use)LLM Fine-Tuning (LoRA / SFT)

Experience

2024 — Present

Solutions Architect, DevOps Engineer, AI/ML Consultant

Freelance (Upwork)

  • Update deployment systems with monitoring, rollback and multi-tenant abilities for enterprise clients.
  • Build email interfaces for LLM interaction and AI agent systems.
  • Set up Google Cloud and OpenAI infrastructure for AI Agent platforms (SAPHI).
  • AMIS file processing and automation for Check Point clients.
  • Product customizer development for e-commerce platforms.
2023-05 — 2023-12

SIP/VoIP Engineer and Developer

Tomato AI

  • SIP Softphone Proof of Concept with Proxy Integration using Avaya and Cisco softphone clients.
  • Develop server-based approach to integrate SIP proxy and Tomato server for production usage.
  • Port mod_tomato to a gRPC implementation.
  • Hourly contract via Deel for ongoing development across 8 invoice cycles.
2022 — 2023

Technical Consultant, Full Stack Architect

Direct Clients

  • Bhartiya Urban: Technical architecture and API prototypes for web and mobile e-commerce platform with frontends.
  • Liq Residuals: Architecture and API prototype for mobile phone based leasing application.
  • Prolly Technologies: Architecture and API prototype for mobile phone based Fintech app.
  • Delivered consultations, technical demos, API prototypes, system design, and mobile frontend/backend implementations.
2021 — 2023

Freelance Developer

Upwork (2021-23)

  • Fixed price and hourly contracts across multiple clients totaling $2,575+ in Jan 2022 - Jan 2023 period.
  • Cloud infrastructure automation and deployment system development.
  • Web application and API development projects.
2020-08 — Present

Solutions Architect and DevOps Engineer

CloudDesk

  • Automate AMI creation and management via a web interface using python, boto3, nodejs and AWS CDK.
  • Implement Point and click User Interface to generate Ansible files.
  • Automate storage lifecycle management e.g. EBS to snapshot, snapshot to S3, S3 to Glacier and Glacier to Glacier Deep Archive.
  • Design solution architecture for a resilient, fault tolerant, multi region system that can deploy workloads on demand and at scale.
  • Design and implement DevSecOps pipeline.
2019-12 — 2020-08

Lead Developer and DevOps Engineer

l33tpwn

  • Implement cloud infrastructure automation in python boto3.
  • Implement Lambda functions, events and logging.
  • Database design and implementation in DynamoDB.
  • Web Application development via AWS AppSync and AWS Amplify.
2019-01 — 2019-10

Terraform Developer, Solutions Architect, WordPress/WooCommerce Developer

Cloudtantra

  • Create ecommerce system using WooCommerce and WordPress.
  • Payment Gateway integration with PayPal, PayTm and Razor Pay.
  • Develop Terraform templates for 12 products.
  • Solution Architect for deployment of the platform to AWS — highly resilient, fault tolerant and performance optimized.
  • Setup CloudFront, SSL, memcached instances.
2011-10 — 2019

Executive Director

Aim Global Solutions

  • Managed cross functional teams of 30 full stack developers for over 5 years.
  • Delivered projects across 10+ verticals: Finance, Business Process Automation, GIS Systems, Sales Force Management, Computer Vision, E-Commerce.
  • Designed & deployed new SAAS platform doubling the revenue in 8 months.
  • Incharge of development, selection, acquisition of software systems and toolchains.
  • Clients include startups, PSU's, Utility Companies and MoD.
2005 — 2008

Developer, Researcher, Embedded Systems Engineer

UK (Various)

  • Embedded Systems Developer at IdentySol Ltd — Schematic Capture, Circuit Design, PIC Micro-controller programming, PCB layout.
  • Researcher at Bubblephone Ltd — NAT traversal and firewall bypassing methods, P2P cloud parameter gathering.
  • Web Application Designer at Institute of Development Studies, Sussex University — intranet redesign and information architecture.
  • Internship at Vetronics Communication Research Group — Paillier Crypto System and Proactive Secret sharing scheme.
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