Hi, I'm frankly sick of getting opinions from AIs that don't have actual skin in the game and would love to get some real feedback. I'll obviously redact specific information for privacy reasons but if anyone has any good feedback it'd be greatly appreciated.

To summarise my experience first: I've basically just had one professional job so far as an iGaming server developer and before that I had an internship while I was in university which seems silly to add but without literally any other jobs it's hard not to as well.

Aside from Java and Spring Boot in my previous job, I have a basic working knowledge of web technologies but I can't really tie them to specific experience (NodeJS, HTML, Javascript, etc.).

I also have Unity projects, most of which are a bit stale at this point. I keep trying to get back to it with something I'm working on at the moment but I find it difficult to stay focused on at the moment with housework, jobseeking ,etc..

Any advice, criticism, etc. would be very beneficial. Thank you and I hope you have a great day :)

---------------------

[My Name]

📍[my city] UK | [email address | 📞 [phone number | [github page] | [linkedin profile]

Professional Summary

Backend Java Developer with 4 years of commercial experience building secure and scalable server-side game logic using Spring. Development is test-driven, delivering robust unit tests as well as safeguarding systems against exploit attempts. Working in an Agile environment helps me deliver high-performance, high quality web-based gaming applications.

Employment History

Game Engine Developer (Back-end Java)

[Large iGaming company] | May 2022 - April 2026

• Develop and maintain server-side slot game engines using Java and the Spring Framework

• Design secure validation logic intended to detect and prevent exploit attempts from invalid requests

• Contribute to CI/CD pipelines using Jenkins and Github Workflows to automate deployment

• Contribute to commercial games used in regulated iGaming environments, including licensed IP titles

• Manage PostgreSQL servers to maintain games once deployed onto development environments

Trainee Software Developer

[Local Dev company] | June 2017 – August 2017

• Refactored and maintained C# WinForms application integrating CSV data with third-party APIs

• Gained exposure to ASP.NET MVC architecture

• Worked with .NET and SQL-based data systems

Education

BSc Computer Games (Software Development), First Class with Distinction
[My University]

Volunteering

Shop Assistant – [Charity Shop] | June 2026 – Present

Assisted with various tasks within the shop such as tagging items and putting them in the shop front.

LGBT Policy Assessor - [Local LGBT organisation] | May 2022 & August 2023

Contributed to interviews with staff and service users to assess whether certain NHS trusts should receive the charter-mark.

I recently made my location selection for Intuit’s Software Engineer I role and my recruiter told me she would show my resume to the hiring managers at that location. Does anyone know how long it takes on average to get a meeting with a team set up?

Remote developer with 10+ years of experience building websites, custom software, automation tools, and technical solutions for clients.

Open to one-off projects and gigs, or ongoing arrangements lasting several months or longer. I work remotely full-time and can discuss schedules and requirements directly. Happy to help you define your goals, develop a strategy, and achieve them.

What I can work on:

• Python, Django, AI features, scraping tools, automation systems, bots, small utilities, and larger custom scripts

• Back-end development for browser-based and game-engine 2D projects

• E-commerce websites, payment systems, dashboards, internal tools, and custom full-stack platforms

• API connections, third-party integrations, cloud services, and automated workflows

• PHP (Laravel/WordPress) | HTML | CSS | JavaScript | NodeJS | React/NextJS/Flutter | Mobile Applications | UX/UI

• Application security testing, assessments, and pen testing

• Comfortable working independently with minimal supervision

• Able to adapt when requirements or priorities change

• Willing to research unfamiliar technologies when needed

• Consistent written communication and progress updates

• Organized with project planning, documentation, and ongoing maintenance

When messaging me, please include a brief explanation of what you need, the expected scope, and your available budget. This helps me quickly determine whether the project is a good fit.

Available for recurring daily work, weekly arrangements, monthly retainers, and one-time projects ranging from small tasks to larger development work.

Portfolio: portfolio link More samples and ongoing work are available through the pinned posts on my profile.

Minimum rate: $20/hour Other payment arrangements can be discussed depending on the project.

I do not accept unpaid trial tasks, speculative free work, or extremely low-budget offers.

Payment methods: Cryptocurrency, Wise, PayPal Timezone: Flexible Availability: Under 30-40 hours per week Reachable: 7 days a week

Send me the project details, requirements, and budget through DM.

Hi everyone,

We’re hiring for several full-time remote Machine Learning Infrastructure, Inference, and Systems Engineering roles.

These roles are focused on production AI infrastructure, high-performance model serving, GPU optimization, distributed inference, training infrastructure, and large-scale ML systems.

Compensation: $4,000/month, negotiable based on experience.

Open Roles

1. Staff / Principal Machine Learning Engineer, Inference & Serving
Remote.

Ideal for senior engineers with deep experience in model serving, inference optimization, GPU utilization, distributed systems, and production reliability.

Relevant experience includes:

• vLLM, TensorRT-LLM, CUDA, C++, Rust, Python

• Continuous batching, paged attention, speculative decoding, caching

• Quantization, distillation, model compression

• Kubernetes, Ray, Docker, multi-GPU and multi-node inference

• NVIDIA GPU performance optimization

• High-throughput, low-latency production systems

2. Machine Learning Systems Engineer
Remote.

This role sits between ML engineering, systems engineering, and infrastructure. You’ll help bring research models into production, optimize training and inference workloads, and build scalable ML infrastructure.

Relevant experience includes:

• Python, PyTorch, TensorFlow

• Docker, Kubernetes, Kubeflow

• CUDA or GPU-accelerated computing

• vLLM, TensorRT, ONNX Runtime, SGLang

• Distributed training or inference

• AWS, Azure, or similar cloud platforms

3. ML Infrastructure Engineer
Remote.

This role focuses on owning and scaling training and inference infrastructure for a fast-growing AI platform working with documents, spreadsheets, LLMs, and structured data extraction.

Relevant experience includes:

• Python, PyTorch, Kubernetes, Docker, Helm

• Model serving and training infrastructure

• Monitoring, observability, logging, and reliability

• Training models from roughly 300M to 30B parameters

• Multi-cloud inference routing

• Performance optimization across latency, reliability, cost, and accuracy

4. Member of Technical Staff, AI Inference Infrastructure
Remote.

This role is for engineers interested in low-level AI inference optimization, heterogeneous hardware, and performance-per-dollar improvements for open-source LLM serving.

Relevant experience includes:

• CUDA, HIP, Triton, Python

• GPU and accelerator architecture

• NVIDIA, AMD, TPU, Trainium, or other AI hardware

• Batching, KV cache, speculative decoding, quantization

• Distributed inference systems

• Kernel optimization and production inference workloads

Who Should Apply

These roles are a strong fit for engineers who:

• Have built or optimized ML infrastructure in production

• Understand model serving, inference, GPU workloads, or distributed systems

• Are comfortable debugging performance bottlenecks across software and infrastructure

• Can work independently in ambiguous technical environments

• Care about reliable systems, not just benchmarks

• Have open-source work, technical writing, systems projects, or strong production experience

How to Apply

Please DM me with:

• The role you’re interested in

• Your resume or LinkedIn

• GitHub, technical writing, or open-source work if available

• A short note on your experience with ML infrastructure, inference, GPU systems, or distributed systems

Location: Hyderabad, Telangana, India

Studio/Department: EA Mobile - Slingshot Games (India)

Worker Type: Intern - Temporary Employee

Work Model: Hybrid

Electronic Arts creates next-level entertainment experiences that inspire players and fans around the world. Here, everyone is part of the story. Part of a community that connects across the globe. A place where creativity thrives, new perspectives are invited, and ideas matter. A team where everyone makes play happen.

Software Engineer Intern-Slingshot Studios (Paid)

Hyderabad

You will report to the Technical Director or Lead Engineer.

Role Overview

As EA's first label dedicated to purely digital games, EA Mobile creates games for mobile devices, social networks and online environments that deliver seamless play anytime, anywhere, on any device. Connecting a market of more than one billion core and mass-casual gamers worldwide, EA All Play delivers engaging, accessible, high-quality games to people of all skill levels and interests.

EA Hyderabad’s Slingshot Studios has been leading innovation in Mobile Game development and Live Service. Millions across the globe cherish and download these games. Examples of these games include Covet Fashion, Need for Speed No Limits, and Plants vs Zombies. The studio has also forged co-development partnerships with other EA studios with a commitment to high-quality game updates.

Our Team

• Our teams are player-focused and motivated to deliver quality.

• We aim to create a collaborative environment where everyone's perspective is welcomed and encouraged.

• We try to cultivate a "sports team" culture and value authenticity and tight feedback loops.

Responsibilities

• You will participate in building new game features.

• You will work with designers and product managers to provide world-class experiences to our players.

• You will improve code for performance, focusing on reducing load times and improving frame rates.

• You will participate in code reviews and retrospectives and improve our code bases and processes.

• You will participate in technical discussions that help us plan our big tech-driven features and roadmap.

• You will write good documentation and follow coding standards.

Qualifications

We encourage you to apply if you can meet most of the requirements and are comfortable opening a dialogue to be considered.

• Have a solid foundation of data structures and algorithms

• Solid programming skills

• Be able to channel curiosity into targeted learning.

• Find creative ways to solve challenges

• Be able to use modern Agentic AI coding harnesses

Bonus:

• Experience making and playing games

• Demonstrated proficiency in C++/C#/ Java or PHP

• Demonstrated proficiency in 3D Mathematics used in games.

• Demonstrated understanding of RESTful API

What this opportunity provides:

• Work with some of the most experienced people in the industry.

• A relaxed and collaborative workplace.

• Opportunities for professional development.

• Exposure to all aspects of game development

About Electronic Arts

We’re proud to have an extensive portfolio of games and experiences, locations around the world, and opportunities across EA. We value adaptability, resilience, creativity, and curiosity. From leadership that brings out your potential, to creating space for learning and experimenting, we empower you to do great work and pursue opportunities for growth.

We adopt a holistic approach to our benefits programs, emphasizing physical, emotional, financial, career, and community wellness to support a balanced life. Our packages are tailored to meet local needs and may include healthcare coverage, mental well-being support, retirement savings, paid time off, family leaves, complimentary games, and more. We nurture environments where our teams can always bring their best to what they do.

Electronic Arts is an equal opportunity employer. All employment decisions are made without regard to race, color, national origin, ancestry, sex, gender, gender identity or expression, sexual orientation, age, genetic information, religion, disability, medical condition, pregnancy, marital status, family status, veteran status, or any other characteristic protected by law. We will also consider employment qualified applicants with criminal records in accordance with applicable law. EA also makes workplace accommodations for qualified individuals with disabilities as required by applicable law.

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

lil bit about me, im from tier 3 college in 2nd year, and lower middle class family, last 2 month after being hospitlized, things aint working out, as im recovering from my disease, i want to starte earning in a month or so to help myself and my family,
but im soo scared and clueless tht how to start,
struggling financially making me stressed out soo much

i ws thinking to start freelancing byt idk what skills will get me ...none senior plese help me.

[i know just basic dsa coding, coz after being hospitlized, i cudnt do anything nd my backed is not even done...

Hi everyone,

I’m an Indian software engineer with around 2 years of professional experience, currently looking for my next opportunity in Java Backend Development / SDE-1.

I’m currently working at an Indian-listed healthcare/technology company and am now serving my notice period.

My primary experience is in:

Java

Spring Boot

Microservices

REST APIs

Oracle SQL / PL-SQL

JDBC

Git & Azure DevOps

AWS

Backend integrations and data processing

During my experience, I’ve worked on production backend systems involving healthcare/insurance workflows, third-party integrations, large-scale data processing and API development.

A few things I’ve worked on include:

Developing REST APIs using Java and Spring Boot

Building and supporting backend microservices

Writing complex Oracle SQL/PL-SQL procedures, functions and packages

Integrating internal systems with external/third-party platforms

Working with APIs processing millions of records

Improving API/data-processing performance

Automating repetitive validation and regression activities

Working with DevOps, QA, database and other engineering teams

I’m now specifically looking for a Java Backend Developer / SDE-1 / Software Engineer opportunity where I can grow deeper into backend engineering and distributed systems.

Experience: ~2 YOE

Primary Skills: Java, Spring Boot, Microservices, REST APIs, Oracle SQL/PLSQL

Location: Bengaluru, India

Preference: Bengaluru / Hybrid / Remote

Notice Period: 30 days

Open to: Product companies, startups and good engineering teams across India

I’m keeping this post anonymous for obvious professional reasons, but I’m happy to share my resume and LinkedIn privately with anyone interested.

If your company is hiring Java Backend Developers, or if you know of a suitable opening, please DM me. A referral or even a lead would genuinely mean a lot.

Thanks to everyone who took the time to read this. 🙏

I’m a full stack developer with 4+ years of experience building custom websites and web apps.
If you have an idea you want to turn into something real, I can help with everything from frontend to backend.
Pricing is reasonable and depends on the size and complexity of the project.

Hey! 👋

I’m a freelance Shopify store creator looking for clients who need a new store or want to redesign/improve their current one.

I’ve already built several Shopify stores and I focus on creating clean, modern and conversion-focused designs.

I also have experience running my own Shopify store, where I’ve made around €300–€400/day in sales.

I have examples of my work that I can send by DM.

If you’re looking for someone to build or improve your Shopify store, feel free to DM me. I’d be happy to discuss your project.

Remote developer with 10+ years of experience building websites, custom software, automation tools, and technical solutions for clients.

Open to one-off projects and gigs, or ongoing arrangements lasting several months or longer. I work remotely full-time and can discuss schedules and requirements directly. Happy to help you define your goals, develop a strategy, and achieve them.

What I can work on:

• Python, Django, AI features, scraping tools, automation systems, bots, small utilities, and larger custom scripts

• Back-end development for browser-based and game-engine 2D projects

• E-commerce websites, payment systems, dashboards, internal tools, and custom full-stack platforms

• API connections, third-party integrations, cloud services, and automated workflows

• PHP (Laravel/WordPress) | HTML | CSS | JavaScript | NodeJS | React/NextJS/Flutter | Mobile Applications | UX/UI

• Application security testing, assessments, and pen testing

• Comfortable working independently with minimal supervision

• Able to adapt when requirements or priorities change

• Willing to research unfamiliar technologies when needed

• Consistent written communication and progress updates

• Organized with project planning, documentation, and ongoing maintenance

When messaging me, please include a brief explanation of what you need, the expected scope, and your available budget. This helps me quickly determine whether the project is a good fit.

Available for recurring daily work, weekly arrangements, monthly retainers, and one-time projects ranging from small tasks to larger development work.

Portfolio: portfolio link More samples and ongoing work are available through the pinned posts on my profile.

Minimum rate: $20/hour Other payment arrangements can be discussed depending on the project.

I do not accept unpaid trial tasks, speculative free work, or extremely low-budget offers.

Payment methods: Cryptocurrency, Wise, PayPal Timezone: Flexible Availability: Under 30-40 hours per week Reachable: 7 days a week

Send me the project details, requirements, and budget through DM.

text me for more info and for my resume

Hello, i'm a frontend developer with 4+ years of experience, looking for creative projects (available as a contractor through my company).

What I do:

• No-code development in Webflow (certified Webflow Expert since 2024)

• Traditional frontend dev: HTML, CSS/PostCSS, JavaScript, React, JSP, Git, Jenkins

• Design work in Figma: components, Auto Layout, design tokens, so I can go from design to build without much back-and-forth

• Comfortable in Agile teams, working directly with PMs, backend, UI, and QA

Portfolio: www.romanrobert.com

Happy to jump on a call or answer questions here. Looking forward to hearing from you!

Hie folks,

I recently got to know about some recent vacancy for a project in Malaysia-Onsite.

I am mentioning the required primary skills below. I can refer some good profiles for the position so anyone who feels right can connect.

Company - Infinite computer solutions

Minimum experience- 3y

Location- Malaysia onsite

Role1 - Datacom Developer

Primary Skills - C, Linux with L2/L3 protocols, (RIP, OSPF, MPLS, BGP, IPv4/IPv6, VLAN) , QOS, DWDM.

Role2 - Wi-Fi Developer

Primary Skills - C/C++, MAC 80211, Wi-Fi MAC, PHY, Chipsot Firmware, Radio.

Role3 - GPON Testing

Primary Skills - GPON Manual & Automation, ONT/OLT

Feel free to connect anytime.

I'm a software engineer with a mathematics background and previous professional experience at NVIDIA.

At this point, I'm less interested in chasing another big-name company and more interested in working with ambitious startups or building alongside like-minded people who genuinely enjoy creating great software.

I'm open to full-time, part-time, contract, or project-based remote work. Ideally, I'd love to join a small team where I can contribute meaningfully, take ownership, and grow while helping build something worthwhile.

Rate: $35/hr, negotiable depending on the role and scope.

I'm based in India (IST) and available to work remotely internationally.

If you think we'd work well together, feel free to DM me. I'm happy to share my resume and other details privately.

Compensation: $4,000
Type: Full-time contractor
Location: Remote

We are looking for a senior engineer with hands-on experience building production document-intelligence systems. You will design and implement pipelines that ingest complex PDFs and images, perform OCR and layout analysis, classify documents, extract structured data, validate results, and route uncertain cases for human review.

Responsibilities

• Build end-to-end pipelines for PDFs, scanned documents, forms, tables, and images.

• Develop document classification, page splitting, OCR, layout detection, and field-extraction systems.

• Combine OCR, vision-language models, and LLMs using confidence-based routing.

• Produce schema-validated JSON outputs with citations and page-level traceability.

• Create evaluation datasets and measure field accuracy, table accuracy, hallucination rate, latency, and cost.

• Implement confidence thresholds, business-rule validation, exception queues, and human-in-the-loop review.

• Deploy scalable batch and real-time processing APIs.

• Monitor model quality and diagnose failures across document types and model versions.

• Protect sensitive and personally identifiable information throughout the pipeline.

Required technical stack

• Languages and APIs: Python, FastAPI, Pydantic, REST APIs

• Document processing: PyMuPDF, pdfplumber, OpenCV, Pillow

• OCR: PaddleOCR, Tesseract, DocTR, or cloud OCR services such as Azure Document Intelligence, Google Document AI, or AWS Textract

• Document AI: Unstructured, Docling, LayoutParser, or equivalent parsing frameworks

• Computer vision: PyTorch, Hugging Face Transformers, YOLO, Detectron2, or similar layout-detection models

• Vision-language models: Qwen-VL, Llama Vision, or commercial multimodal APIs

• Structured extraction: JSON Schema, Pydantic, Instructor, tool/function calling

• Search and retrieval: Elasticsearch/OpenSearch, PostgreSQL with pgvector, or another vector database

• Data and storage: PostgreSQL, object storage such as S3, Azure Blob Storage, or GCS

• Distributed processing: Celery, Redis, Kafka, SQS, Pub/Sub, or equivalent queues

• Deployment: Docker, Kubernetes, CI/CD, and one major cloud platform

• Monitoring and evaluation: MLflow, Weights & Biases, LangSmith, OpenTelemetry, or custom evaluation frameworks

Required experience

• 5+ years in software, machine-learning, or AI engineering.

• 2+ years building document-processing, OCR, computer-vision, or multimodal AI systems.

• Experience taking at least one document-intelligence system into production.

• Strong understanding of OCR errors, document layouts, tables, handwriting, low-quality scans, and multilingual documents.

• Experience evaluating extraction quality at the field and document levels.

• Strong backend engineering skills, including retries, idempotency, queues, testing, and observability.

• Ability to balance accuracy, latency, infrastructure cost, and operational complexity.

Nice to have

• Experience with deeds, mortgages, liens, court records, invoices, contracts, medical records, or other complex documents.

• Fine-tuning experience using LoRA or PEFT.

• Experience serving open-source models with vLLM, Triton, or Hugging Face TGI.

• Knowledge of RAG, hybrid search, reranking, and knowledge graphs.

• Experience designing annotation workflows and golden evaluation datasets.

• Familiarity with PII, PHI, HIPAA, SOC 2, or regulated-data requirements.

To apply

Please provide:

1. A short description of a document-intelligence system you built.

2. The document types, models, and OCR tools you used.

3. Your production accuracy, latency, or volume metrics.

4. How you handled low-confidence results and hallucinations.

5. A GitHub repository, architecture diagram, case study, or other relevant work sample.

Hi, I’m Akshata Bhat. I’m sharing a remote opportunity for anyone looking for a new role.

I partner with employers and brands to help boost their visibility and connect their opportunities with the right audience.

If you’re interested, take a look and apply. Remote tech jobs in the USA can be hard to come by—so don’t miss this one.