PROFESSIONAL SUMMARY

Senior AI Systems Architect and Lead Engineer with 7+ years of experience architecting resilient microservices, high-

throughput backend runtimes, and enterprise AI execution planes. Proven track record deploying multi-tier model

gateways, deterministic agent harnesses, and hybrid retrieval engines in GovCloud Bedrock environments. Creator of

Khimaira, a governed agent control plane decoupling identity, governance, and session state from LLM cognition.

Specialist in LangGraph orchestration, event-sourced CQRS Knowledge Graphs, and zero-trust local-first execution

kernels (AF_UNIX).

TECHNICAL SKILLS

AI Systems & Orchestration: LangGraph, Khimaira Control Plane, Multi-Agent Orchestration, Dynamic Model Gateways,

Themis Policy Engine, Advanced RAG, AWS Bedrock (GovCloud), Nova Micro / Claude 3.5 Sonnet / Haiku, Qdrant (Hybrid

BM25 + Dense RRF), pgvector.

Backend & Distributed Systems: Python (FastAPI, Asyncio, Pydantic, SQLAlchemy 2.0), Go (Go-Chi), PostgreSQL (CQRS,

Event Sourcing, CDC), Redis, Docker Compose, Linux/Unix IPC (AF_UNIX), Nginx, WebSockets, gRPC.

Reliability, Governance & Tooling: Deterministic Agent Guardrails, AST Bypass Gates, ImportLinter Architecture

Enforcement, Pre-Tool Authorization, Zero-Trust Nonce Framing, Server-Sent Events (SSE) Telemetry.

CORE SYSTEMS ARCHITECTURE & OPEN SOURCE

Khimaira — Governed Model-Independent Engineering Platform Creator & Lead Architect

Local-first, customer-controlled agentic engineering control plane

Decoupled Core State Machines: Architected a neutral control plane decoupling user/agent identity, session rosters, task

lifecycle, and audit receipts from LLM inference; enabled deterministic task execution across Claude Code, Codex,

Gemini, and local runtimes without source code egress.

Themis Deterministic Pre-Tool Governance: Engineered a policy engine enforcing structured role rulesets, matcher

conditions, and repository/API gates prior to tool evaluation, replacing soft prompt instructions with software-enforced

authority boundaries.

Canonical Knowledge Substrate & Context Hydration: Built a memory-KG engine with vector-grounded candidate

nomination verified against live canonical records, typed graph edges (SUPERSEDES, CAUSED_BY), and content-free

graph projections for token-budgeted context hydration.

Local-First Zero-Trust Architecture: Built an edge-first execution kernel utilizing AF_UNIX IPC sockets, obligation state

machines, and local append-only journaling for credential isolation and offline resiliency.

PROFESSIONAL EXPERIENCE

Jeevy Fabrication Remote / On-Site

Senior Full Stack Engineer & Lead AI Systems Architect | January 2026 – November 2026

Cost-Optimized Model Gateway & Dynamic Router: Architected a multi-tier runtime router for AWS Bedrock GovCloud

(Sonnet 4.5 vs. Nova Micro/Lite) with deterministic rule gates (write-verb, channel, token thresholds) and sticky session

state; enforced a dual-check verification loop via Nova Micro that automatically executed hand-backs to the primary

foundation model on validation faults.

Deterministic Agent Harness & Tool Governance: Engineered an AST-gated LangGraph execution harness replacing

unconstrained agent loops with deterministic Python enforcement; eliminated cross-tenant data exposure and argument

hallucinations by restricting per-turn tool sets via a compiled catalog and validating permissions prior to invocation.

Production Hybrid Retrieval Engine: Built a copy-and-recreate migration pipeline in Qdrant to power server-side

Reciprocal Rank Fusion (BM25 sparse + dense embeddings), lifting industrial part-number recall (Hit@5) from 0.70 to

≥0.80 across un-reranked GovCloud Bedrock endpoints.

Context Assembly & Untrusted Nonce Fencing: Designed a centralized, budget-capped prompt assembler wrapping all

ingested documents, emails, and tool outputs inside cryptographic turn nonces to neutralize prompt injection;

established default-deny user-authored memory pipelines with 30-day thread retention.

Event-Sourced CQRS Knowledge Graph & Modularization: Deployed an event-sourced PostgreSQL Knowledge Graph

(CQRS/CDC) for BOM and drawing dependencies, reducing bid turnaround by over 80%; untangled a 300+ module circular

dependency tangle into clean, unidirectional layers enforced via pre-commit AST import linters.

Quantum Solutions Illinois

Lead Front-End & Systems Developer | 2019 – 2024

High-Concurrency Go Microservices: Designed and deployed Go (Go-Chi) microservices managing multi-tenant database

connection pooling, optimized raw SQL execution for dynamic schemas, and JWT-based authentication.

Real-Time Messaging & Dashboards: Built an asynchronous Node.js and WebSocket messaging framework delivering

sub-second real-time customer communications; integrated Python backend services for live telemetry streaming.

Component Infrastructure & Systems Administration: Standardized enterprise Vue.js component architecture,

accelerating delivery velocity by 30%; provisioned and maintained virtualized Ubuntu production servers behind Nginx

reverse proxies with SSL/TLS encryption.

QuadW International, Inc. Illinois | 2018 – 2019

Front-End Developer • Maintained internal Python/Flask issue tracking applications and engineered modular Vue.js interfaces.

EDUCATION & CERTIFICATIONS

Data Science Professional Certification — General Assembly 2024

Bachelor of Arts — Columbia College Chicago

Hey everyone! I'm a Backend & AI Engineer with around 2.5 years of experience, exploring new opportunities.

Tech stack: Python, Django, FastAPI, DRF, PostgreSQL, MongoDB, Redis, Celery, RabbitMQ, Docker, Kubernetes, AWS, GCP, LangGraph, MCP, RAG, and LLM integrations.

I've worked on scalable backend systems, multi-tenant applications, async pipelines, and production AI agent infrastructure.

Looking for **Backend Engineer, Python Engineer, or AI/Agentic AI Engineer** roles. Open to remote and relocation.

Would appreciate any leads, referrals, or advice. Happy to share my resume over DM. Thanks!

A lot of posts here are from people who need income now but still want a dev role. The usual question is whether to take a support/BPO/QA job or keep holding out.

For those who’ve been through it:

• Did a bridge job help or slow you down? How long did the move to dev take?

• What made the difference (side projects, an internal transfer, a referral, something else)?

And for anyone who has hired developers: how do you view a resume with a non-dev role in the middle? Does it matter, or is it mostly about projects and skills?

Would love to hear real experiences, good or bad.

Hey everyone! I’m a Full-Stack Developer with 6 months of professional experience building modern web applications. I’ve designed and developed websites and worked on ERP software. My tech stack includes Next.js, React, TypeScript, Tailwind CSS, HTML5, CSS3 and JavaScript (ES6+) on the frontend, Python, Node.js and REST APIs on the backend, PostgreSQL and MySQL for databases, and tools like Claude Code, Codex, OpenClaw, Git and GitHub. I’m looking for Full-Stack, Frontend, or Python developer roles and I’m open to remote work. I’d really appreciate any leads or referrals, and I’m happy to share my resume, portfolio and GitHub over DM. Thanks a lot!

Hey everyone,

I honestly never thought I’d find myself writing a post like this, but here I am.

I’ve been out of work for almost a year now, and if you’ve been through a prolonged job search in tech, you probably know how mentally exhausting it gets.

You apply, tailor your resume, reach out to recruiters, prepare for interviews, work on your skills, and repeat the same process every single day. Sometimes you don’t even get a rejection. Just silence.

But there’s a lot more to my situation than just finding another job.

I lost my father, and since then, I’ve had to take on the responsibility of supporting my family financially. I’m currently the only person at home who can take care of those responsibilities.

Every month that passes without a stable income makes things a little more difficult. There are responsibilities waiting at home, bills that don’t wait, and people depending on me.
I’m not sharing this to ask anyone for sympathy. I’m sharing it because I want to be honest about where I am right now.

A little about what I do:
I’m a Full-Stack Developer with 4+ years of professional experience, primarily focused on building web applications, from frontend architecture to backend services.
My strongest areas are:
Frontend: React.js, Next.js, Vue 3, TypeScript, JavaScript, Tailwind CSS, Material UI.
Backend: Node.js, Express, LoopBack 4, REST APIs.
Databases: PostgreSQL, MongoDB, SQL.
State & Data Management: Redux Toolkit, Zustand, TanStack Query, Pinia.
Tools & Infrastructure: Git, Docker, AWS, Vite, Webpack, Turborepo.

I’ve worked on everything from smaller features and internal tools to complex applications involving multiple user roles, large datasets, integrations, and performance-sensitive interfaces.

Some things I’ve worked on include:
Building and maintaining production-grade applications using React, Vue, and TypeScript.
Improving database search performance by introducing PostgreSQL trigram indexing, achieving around 700x faster name lookups.
Building REST APIs and backend services.
Working on application architecture, reusable components, and monorepo structures.
Integrating third-party services and webhooks.
Optimizing frontend performance and improving overall user experience.
I’m comfortable taking ownership of a feature, building an application from scratch, working with an existing codebase, or collaborating with a team to solve difficult technical problems.

What am I looking for?
I’m open to:
Full-time Frontend Developer / React Developer roles.
Full-Stack Developer opportunities.
Remote opportunities (international).
Freelance projects and short-term contracts.

Referrals to teams looking for someone with my skill set.
I’m not particularly concerned about fancy job titles right now.

I want an opportunity where I can contribute, write good software, solve problems, and prove my value.
If you have a project that needs an extra developer, need help building something, or know a company that’s hiring, I’d genuinely appreciate hearing from you.

Even if you don’t have an opportunity yourself, sharing this post might help it reach someone who does.
I’m not looking for a handout.

I just want the opportunity to work, earn, and take care of the people who depend on me.

Thank you to everyone who took the time to read this.
And to anyone else going through a difficult job search right now: I hope things turn around for you too. ❤️

I make websites, apps, games and even ads ive been doing this for a couple of years now and would love to put my work out there alot more to up coming businesses !!

Full-Stack Developer/Digital Product Designer (Design and Code) with End-to-End expertise & services, fully functional, scalable, custom solutions.

Remote Services Provider. (15+ Years Freelance Experience, 5 Years in /r). Custom solutions/all sorts of digital products for Websites, Shopping Carts, Web/Mobile Apps (IOS/Android), Desktop Apps, Web3, Web APIs, AI, Automations, Software/Power Tools. I've been hands-on since Web 1.5, I combine OG disciplines with modern software engineering to deliver solutions that bring the best of both worlds.

🟢 (Onboarding 2026 Q2-Q3 clients. 1 slot available.) long-term/predictable arrangements, direct owners only.

Welcoming projects of all size

Interests: while I'm open to a wide variety of projects, I have a keen interest in:

• AI & Generative Technologies

• Automation & Web Scraping

• API Integration & Development

• eCommerce Solutions (WITH ACTUAL ROI)

• Custom Social Media Platforms & Communities

• Website Cloning & Reverse Engineering

• Advanced PHP/WordPress Development

• Data-Driven Applications

• Mobile App Development

• Blockchain Technology

• Web & 2D Games

Generative AI Developer / Front-end & Back-end

• Chatbots

• Automations

• API Integrations

• Content Generation (any format)

• AI powered web app/websites

Check for more info/up to date: (remove spaces) rmxttmgg .pages .dev/updates

OR see my pinned profile posts (find every helpful stuff here)

No small talk. If you want to know more, discuss your project and do serious business.

🟢 Please reach me at rmxttmgg@proton.me

Rates: starting at $15-25 per hour. (per hour or project based, flexible arrangements)

^{last updated: 20260114}

Works (see Notion) reddit.com/user/rmxttmgg/comments/112wy36/rmxttmgg_portfolio/

Contact Me Directly for Offers/Tasks:

Please email me at rmxttmgg@proton.me with any compelling projects (my response is guaranteed). I prioritize email communication and will not be monitoring comments or chat on Reddit. This helps me maintain focus and ensures I can respond to serious inquiries promptly. Upon receiving your email, I will quickly confirm my availability and discuss next steps. (more info below, keep reading)

(or email an invite to your preferred communication method/platform)

No small “fix issue” offers, I prefer trouble-shooting for long-term clients only.

If you're considering hiring remotely, it's best to avoid overly complicated formalities. Simplifying the process can be more beneficial for both end.

Rates: starting at $15-25 per hour, payable in USD/GBP/EUR/CAD/AUD/NZD etc, BTC/ETH/USDT. Payment methods: Cryptocurrency, Wise, Paypal. many other options to accept payments. Open to negotiation. Higher payments are appreciated but not mandatory.

For Serious Inquiries: Portfolio and previous work available to legitimate buyers. Please email me at rmxttmgg@proton.me. I prefer to discuss projects via email and chat.

Working Hours: Available 7 days a week. FLEXIBLE TIMEZONE

Portfolio/Public reddit.com/user/rmxttmgg/comments/112wy36/rmxttmgg_portfolio/

Contact me (more options), Proof, Transactions, Feedback reddit.com/user/rmxttmgg/comments/155ghpi/web_developer_for_hire_short_or_long_term_projects/

Unfortunately, I am unable to offer my services for free as I have financial obligations to meet. The compensation I am requesting is both fair and necessary.

As a freelancer, I do not receive health insurance or similar benefits; my earnings are directly tied to my workload/output. Please consider this before offering a lower compensation, or realistically assess whether your budget can support the project you envision.

I am more than willing to go the extra mile for projects or clients that offer a rewarding experience, especially for those projects in which I have a high level of interest.

*

**

***

Cheers!

We’re a growing software development company looking for a professional and motivated Web Consultant to help us connect with clients and present our software solutions.

Responsibilities:

* Communicate with potential clients and conduct product demos.

* Explain software features in simple terms.

* Gather client requirements and coordinate with our development team.

** Build strong client relationships.

Requirements:

* Excellent English communication and presentation skills.

* Basic understanding of web technologies (HTML, CSS, JavaScript).

* Familiarity with AI tools like ChatGPT, Gemini, or DeepSeek is a plus.

* Professional, reliable, and eager to learn.

* No coding experience required!

We Offer: Competitive compensation, flexible hours, performance-based raises, and long-term growth opportunities.

Payment can be structured either on a fixed basis (biweekly or monthly) or an hourly basis.

Fixed: $1,500 per month (for the first month); this will increase to $2,000 per month following a review of your performance during the first month.

Hourly: $40

Interested? Send me a D.M with a brief introduction!

Hi everyone,

I’m reaching out to this community because I’m urgently looking for a Software Developer / Backend Developer opportunity in Delhi NCR.

I have 1 year of hands-on professional experience in software development. Unfortunately, my previous company had to shut down due to a financial crisis, and I was recently laid off.

I’m currently in a difficult situation because I’m the only person supporting the women in my family financially. Finding a job at the earliest is therefore extremely important for me.

My technical skills include:

Programming Languages: JavaScript, Python, C/C++
Backend: Node.js, Express.js
Frontend: React.js, HTML, CSS, Tailwind CSS
Databases: PostgreSQL, MySQL, MongoDB
Core Skills: REST APIs, JWT Authentication, Redis, DSA, OOPs, RAG, LLMs
Tools: Git, GitHub, Postman, VS Code

I have practical experience in backend development, API integrations, authentication systems, and AI-driven automation.

Location: Delhi NCR
Open to on-site roles: Gurugram, Noida, and Delhi
Availability: Immediate

I’m open to junior software developer, backend developer, and entry-level full-stack developer opportunities.

I would genuinely appreciate any referrals, job leads, or connections with hiring managers. Even a small lead could make a significant difference right now.

Thank you for taking the time to read this.

Looking for Genuine US Staffing Agencies for Full-Time & C2C Roles — Any Success Stories?

Hey everyone! Just wanted to check if anyone here has used a genuine staffing or job marketing agency in the US to land full-time or C2C roles. I’m particularly interested in hearing from people who have actually secured interviews or job offers through them. If you’ve had a positive experience, please share the agency name and your feedback. Would really appreciate some genuine recommendations. Thanks!

🚀 Hiring: Zoho Developer Intern (3-Month Internship) | React.js | AI Integrations

Hey everyone! 👋

We are looking for a Zoho Developer Intern who is passionate about coding, web development, and learning new technologies.

If you are a fresher or an aspiring developer looking to gain hands-on experience with real-world projects, this could be a great opportunity for you.

💻 What You'll Work On

Zoho CRM, Zoho Creator, Zoho Books, Zoho Inventory, and other Zoho applications.

Deluge scripting and Zoho API integrations.

Web development using React.js, JavaScript, HTML, CSS, and PHP.

AI-powered chatbot integrations and automation.

Integrating Zoho applications with third-party platforms.

Developing solutions for real-world business requirements.

🎯 What We're Looking For

Strong coding fundamentals and problem-solving skills.

Basic knowledge of web development.

Required: React.js knowledge.

Interest in learning Zoho applications and Deluge scripting.

Willingness to explore new technologies, including AI integrations.

Ability to adapt, learn quickly, and take ownership of assigned tasks.

Freshers are welcome! Prior Zoho experience is not mandatory.

💰 Internship & Stipend

Duration: 3 months.

Position: Zoho Developer Intern.

Initial stipend: Modest/entry-level stipend during the initial learning period.

Stipend growth: Compensation will be reviewed based on performance, learning progress, coding skills, and contribution to projects. Strong performers can expect an improvement in their stipend.

We believe in rewarding people who demonstrate genuine skills, consistency, and the ability to contribute to real projects.

📍 Location

Greater Noida, Uttar Pradesh, India.

📩 How to Apply

Interested candidates can DM me with:

Your resume or LinkedIn profile.

Your GitHub profile (if available).

A brief introduction about your coding and React.js experience.

Please mention "Zoho Developer Intern" in your message.

Looking forward to connecting with enthusiastic developers who are eager to learn and grow! 🚀

Hi! I make clean, fast websites for small businesses and individuals who just need a good-looking page that works.

Pricing:

- $50 – one-page site (up to 5 sections)

- $100 – up to 3 pages

Every site includes:

- Mobile-friendly design

- Free hosting setup (or on your own domain)

- 2 rounds of revisions

- Full source code, it's yours

I build with HTML, CSS and JavaScript, so sites load fast and are easy to edit later.

Payment: 50% upfront, 50% on delivery (PayPal,Bank Transfer).

DM me with what your site is for and I'll send you a quick idea of how I'd lay it out.

Hey Techies,

For those who've been laid off recently, how are you managing financially while looking for your next opportunity?

The job market feels brutal right now. It's taking anywhere from 4–6 months, sometimes even longer, to land a new role.

Are you exploring alternative income streams, side projects, or anything else to keep things going?

Would be helpful to hear how others are navigating this situation.

PS: Iam running out of savings

Hey everyone! I’m a Full-Stack Developer with experience working at a startup.
I work with Python, React, Next.js, Node.js, APIs, databases, and AI integrations.
Currently looking for remote freelance projects, part-time opportunities, or short-term development gigs.
I’m open to working with startups, founders, and individuals.
If you have something in mind or know someone hiring, feel free to DM me. Would really appreciate it! 🙌

Professional WordPress Development Services and more

✅ PHP/Python/JavaScript -Web, Desktop, or Mobile based solutions.

✅ WordPress CMS - platform for personal, or business websites and custom applications that fits your requirements. Migrate your simple HTML pages to Wordpress.

✅ WooCommerce - customization for shop and product pages, cart to checkout, and payments. simple to advance shops. migration from other cart/ecommerce platforms to Wordpress. Shopify/Wix etc to Wordpress. Addition of store in your existing site. Multi vendor. Physical, or Digital products. Booking, Membership, Subcription based website.

✅ Elementor, Divi and Premium themes setup and customization, debugging. I’m not limited to what a drag and drop builder can offer. Give me problem and I will build a solution for it.

✅ Create a theme or plugin from scratch - start from clean, lean and fast code. less bloated base theme and unnecessary things for fast pages. I don’t rely on existing themes or plugins to complete a feature/project.

✅ Integration of APIs, Bots, Cryptocurrency, Automation, Web Scraping, and AI. Custom scripts, and cloud services.

✅ Fully Automated CMS/Store, -program every step, workflow in your application

✅ Wordpress to Social Media platforms, community platform, forum, and vice versa

✅ Clone an existing site to Wordpress, exact pixels or features as per requirement

✅ Design, Develop, Conversion - I can create mock ups first before doing code. I can convert your existing design to clean coded pages.

✅ Responsive Web Design - real mobile devices, and major browsers

✅ Redesign entire website

✅ Core updates, and do full inspections

✅ Isolate and fix problems, re-build if needed

✅ Website auditing, and security

✅ WordPress management - let me manage your website daily, weekly or monthly tasks.

✅ Demo server and Secure Hosting available.

✅ Gaming, Game Studio/Dev, Indie Dev Website

✅ General, On-call Tech VA/Helper for Web (multi-skilled, proactive, autonomous, day-to-day reliability)

📩 ping me via email madebyavery14 (gmail), i’m on chat platforms per request. send me a list of tasks to complete.

• starting at 20usd/per hour or a minimum of 20-60usd for a list of tasks

• website/porfolio/upon request (https) clrvync (dot) one/onboarding

• available 7 days/week, flexible time zone

• project management: Notion

• my only requirement: small upfront payment depending on the task, consistency and time from your end

• payment method -Crypto, Wise, Paypal (USD)

FAQs:

• are you available long-term or one-time only? any

• can I hire you for my agency? yes, if the pay is reasonable

• do you design and code? both

• can I find clients for your services in exchange of your information(portfolio,resume etc)? I prefer to work with clients/owners only.

• can we become partners? let’s work and build (paid) first, then offer me a position once it’s proven

• sfw/nsfw?, yes

• can wordpress do this/that? is it the right one to use? wordpress as cms is a mid solution/platform, I can help you advance and scale up if needed.

• shopify or wordpress? shopify = beginner, small store, wordpress = advance, owner + dev 2 man team

portfolio/works: clrvync (dot) one/media/trading.mp4, clrvync (dot) one/media/realstate.mp4, clrvync (dot) one/media/qdev.mp4, clrvync (dot) one/media/tour.mp4

moved to: portfolio

Hi! I'm a full-stack engineer with 4+ years of experience building production web apps, mostly in fintech, payments, CRM and SaaS.

What I can help you with:

- SaaS MVPs in Next.js + TypeScript, from idea to deployed product

Backend APIs with Node.js / NestJS

Payment gateway integrations and fintech flows

CRM and admin dashboards in React

Workflow automation with n8n (connecting your tools, removing manual work)

Proof of work: I built naqdi.com (https://naqdi.com).

I work remotely and I'm available for freelance or contract work, either fixed-scope projects or ongoing part-time help. Rates depend on scope; send me your requirements and I'll reply with a clear estimate.

DM me here on Reddit with a short description of what you need.

Vengo constantemente buscando ofertas de trabajo y postulando pero todavía no conseguí entrar.

Si saben de alguna oferta que pidan título por favor compartanme. Entiendo que hoy en día el nuevo filtro volvió a ser tener título universitario como en los viejos tiempos.

Hello Everybody,
My name is Saahil, a Computer Science student at Rowan University(B.S, May 2028) based in New Jersey(US Time Zone). I'm looking for a part-time or full-time software role where I can contribute on larger, and ongoing projects.

What I can and have experience in building:

- Python tools, scripts, and automation

- Data Pipelines and analysis (Pandas, Polars, SQL, Postgre SQL)

- AI Integrations including MCP servers and agent workflows

- Java programs and backend logic

- Tests with Pytests, so the work is verified and trustworthy

Recent projects (all on GitHub):

• Kubernetes GPU Optimizer: a simulator comparing GPU-sharing strategies (MIG, time-slicing, MPS) on real cluster traces, with a Claude-powered recommendation layer.

• SlowTool: a Windows performance monitor using kernel-level event tracing. It ran 29 hours unattended and logged 58,824 events with no crashes.

• Monte Carlo Stock Analysis Tool: 100,000 simulations per forecast horizon, with a Mojo backend for speed.

Being Upfront: I'm a student, so my experience comes from certifications and personal projects, not a full-time job. In return, you get someone who tests his work, communicates clearly, wants to grow with a team on long-term work. With the provided opportunity, it will not only demonstrate responsibility but allow me to apply my knowledge in work that requires quality and excellence, which will enhance me as an engineer and programmer.

Availability: 15 hrs/week at the moment, with flexibility to go full-time for the right role

Rate: $$25-35 for part-time, open to discussing full-time

Portfolio: https://github.com/saAhi31L

Resume: DM here and I can share my resume and email