We're running Qdrant in production and want a hands-on review from someone who knows the internals deeply, not just tutorials, but the actual Qdrant docs, config tuning, and real deployment experience.

Specifically looking for help with:

• Diagnosing our current collection/indexing configuration

• Reviewing our vector search query patterns and relevance tuning

• Identifying bottlenecks in our retrieval pipeline

• Advising on payload filtering, HNSW config, and quantization tradeoffs

If you've contributed to Qdrant, answered Qdrant questions on Discord, or built something meaningful with it in production, I'd love to talk.

Looking for a Support Engineer to help out with an AI infrastructure / vector database project I'm working on.

This isn't a basic support role, I'm looking for someone who's comfortable digging into technical issues and working through real production problems.

You'll be doing things like:

• Troubleshooting Kubernetes and cloud deployments (AWS/GCP/Azure)
• Investigating logs, metrics, and APIs to figure out what's going on
• Helping resolve customer issues from start to finish
• Writing simple docs and runbooks as we learn
• Working closely with me on product and engineering issues

Looking for someone who has:

• Experience with Go or Python
• Good Kubernetes knowledge
• Experience with AWS, GCP, or Azure
• A background in technical support, DevOps, SRE, or infrastructure
• Grafana and Prometheus
• Strong communication skills

Strong Bonus if you've worked with vector databases, search systems, or AI infrastructure.

If you're interested, send me a quick intro, your relevant experience, and your resume. Feel free to contact me with questions too.

I am looking for a Support Engineer to help out with an AI infrastructure / vector database project I'm working on.

This isn't a basic support role, I'm looking for someone who's comfortable digging into technical issues and working through real production problems.

You'll be doing things like:

• Troubleshooting Kubernetes and cloud deployments (AWS/GCP/Azure)
• Investigating logs, metrics, and APIs to figure out what's going on
• Helping resolve customer issues from start to finish
• Writing simple docs and runbooks as we learn
• Working closely with me on product and engineering issues

Looking for someone who has:

• Experience with Go or Python
• Good Kubernetes knowledge
• Experience with AWS, GCP, or Azure
• A background in technical support, DevOps, SRE, or infrastructure
• Grafana and Prometheus
• Strong communication skills

Strong Bonus if you've worked with vector databases, search systems, or AI infrastructure.

If you're interested, send me a quick intro, your relevant experience, and your resume. Feel free to DM me with questions too.

Hey everyone,

I'm currently looking for a full-time software engineering job and honestly it's been a rough road. No offer yet despite putting in real effort, and I keep stumbling in the interview stage.

I wanted to reach out to people in the same situation , not to just vent, but to actually help each other move forward.

Some things I'd love to do together:

- Share what's working (and what's not) in our job searches

- Practice mock interviews with each other

- Keep each other accountable, weekly check-ins, LeetCode progress, applications sent, etc.

- Swap resources like good job boards, resume tips, prep materials

If this sounds like you, drop a comment or DM me. Maybe we can set up a small Discord or group chat.

No judgment here, we're all just trying to land something. 💪

Hey everyone,

I'm currently looking for a full-time software engineering job and honestly it's been a rough road. No offer yet despite putting in real effort, and I keep stumbling in the interview stage.

I wanted to reach out to people in the same situation , not to just vent, but to actually help each other move forward.

Some things I'd love to do together:

- Share what's working (and what's not) in our job searches

- Practice mock interviews with each other

- Keep each other accountable, weekly check-ins, LeetCode progress, applications sent, etc.

- Swap resources like good job boards, resume tips, prep materials

If this sounds like you, drop a comment or DM me. Maybe we can set up a small Discord or group chat.

No judgment here, we're all just trying to land something. 💪

Hey everyone,

I'm currently looking for a full-time software engineering job and honestly it's been a rough road. No offer yet despite putting in real effort, and I keep stumbling in the interview stage.

I wanted to reach out to people in the same situation , not to just vent, but to actually help each other move forward.

Some things I'd love to do together:

- Share what's working (and what's not) in our job searches

- Practice mock interviews with each other

- Keep each other accountable, weekly check-ins, LeetCode progress, applications sent, etc.

- Swap resources like good job boards, resume tips, prep materials

If this sounds like you, drop a comment or DM me. Maybe we can set up a small Discord or group chat.

No judgment here, we're all just trying to land something. 💪

We are looking for an experienced AI Solutions Architect or Senior Generative AI Engineer to help design the technical architecture for an enterprise AI Proposal Assistant.

This is a design and architecture engagement only. We are not looking for someone to build the application at this stage. The goal is to produce a comprehensive technical approach and architecture document that our engineering team can use for implementation.

Project Overview

We are building a centralized AI platform that will assist internal teams in completing complex business documents, including:

• RFPs (Request for Proposal)
• Security Questionnaires
• Sales Proposals
• District Questionnaires

The platform should use a common architecture that supports all document types.

Expected Capabilities

The proposed solution should address:

• Document ingestion (Word, Excel, PDF)
• Intelligent document parsing ("document shredding")
• Question and requirement extraction
• Enterprise knowledge management
• Retrieval-Augmented Generation (RAG)
• AI-powered response drafting
• Human-in-the-loop workflow for Subject Matter Experts (SMEs)
• Confidence scoring and routing
• Versioned knowledge repository
• Export while preserving original Word/Excel formatting
• Analytics and reporting
• Enterprise security and scalability

Deliverables

We are looking for someone who can produce:

1. High-Level System Architecture
2. Technical Architecture Diagram(s)
3. AI/RAG Architecture
4. Document Ingestion Pipeline
5. Knowledge Base Design
6. Vector Database Strategy
7. Chunking & Embedding Strategy
8. Retrieval Strategy (Hybrid Search, Reranking, Metadata Filtering)
9. LLM Selection and Prompting Strategy
10. Agent / Workflow Architecture
11. SME Review Workflow
12. Data Flow Diagrams
13. Technology Stack Recommendations
14. Security & Scalability Considerations
15. Implementation Roadmap
16. Technical and Product Clarifying Questions for stakeholders

Preferred Experience

We're looking for someone with hands-on experience designing production AI systems using technologies such as:

• Enterprise RAG
• Hybrid Search
• LangGraph, LlamaIndex, or Semantic Kernel
• OpenAI / Claude / Gemini APIs
• Vector databases (Qdrant, Pinecone, Azure AI Search, Weaviate)
• Azure Document Intelligence or similar document AI platforms
• OCR and document parsing
• Python / FastAPI
• PostgreSQL
• Azure or AWS cloud architecture
• Enterprise AI security and governance

Experience designing AI solutions for proposal automation, compliance, document intelligence, or enterprise knowledge management is a strong plus.

Engagement

• Remote
• Contract / Freelance
• Architecture & design phase only
• Please share:
  • A brief summary of your relevant experience
  • Examples of similar AI/RAG or enterprise AI architecture work (if available)
  • Your availability
  • Hourly rate or fixed-price estimate
  • LinkedIn, GitHub, portfolio, or website (optional)

If you've designed scalable AI platforms involving RAG, document intelligence, and enterprise workflows, we'd love to hear from you.

We are looking for an experienced AI Solutions Architect or Senior Generative AI Engineer to help design the technical architecture for an enterprise AI Proposal Assistant.

This is a design and architecture engagement only. We are not looking for someone to build the application at this stage. The goal is to produce a comprehensive technical approach and architecture document that our engineering team can use for implementation.

Project Overview

We are building a centralized AI platform that will assist internal teams in completing complex business documents, including:

• RFPs (Request for Proposal)
• Security Questionnaires
• Sales Proposals
• District Questionnaires

The platform should use a common architecture that supports all document types.

Expected Capabilities

The proposed solution should address:

• Document ingestion (Word, Excel, PDF)
• Intelligent document parsing ("document shredding")
• Question and requirement extraction
• Enterprise knowledge management
• Retrieval-Augmented Generation (RAG)
• AI-powered response drafting
• Human-in-the-loop workflow for Subject Matter Experts (SMEs)
• Confidence scoring and routing
• Versioned knowledge repository
• Export while preserving original Word/Excel formatting
• Analytics and reporting
• Enterprise security and scalability

Deliverables

We are looking for someone who can produce:

1. High-Level System Architecture
2. Technical Architecture Diagram(s)
3. AI/RAG Architecture
4. Document Ingestion Pipeline
5. Knowledge Base Design
6. Vector Database Strategy
7. Chunking & Embedding Strategy
8. Retrieval Strategy (Hybrid Search, Reranking, Metadata Filtering)
9. LLM Selection and Prompting Strategy
10. Agent / Workflow Architecture
11. SME Review Workflow
12. Data Flow Diagrams
13. Technology Stack Recommendations
14. Security & Scalability Considerations
15. Implementation Roadmap
16. Technical and Product Clarifying Questions for stakeholders

Preferred Experience

We're looking for someone with hands-on experience designing production AI systems using technologies such as:

• Enterprise RAG
• Hybrid Search
• LangGraph, LlamaIndex, or Semantic Kernel
• OpenAI / Claude / Gemini APIs
• Vector databases (Qdrant, Pinecone, Azure AI Search, Weaviate)
• Azure Document Intelligence or similar document AI platforms
• OCR and document parsing
• Python / FastAPI
• PostgreSQL
• Azure or AWS cloud architecture
• Enterprise AI security and governance

Experience designing AI solutions for proposal automation, compliance, document intelligence, or enterprise knowledge management is a strong plus.

Engagement

• Remote
• Contract / Freelance
• Architecture & design phase only
• Please share:
  • A brief summary of your relevant experience
  • Examples of similar AI/RAG or enterprise AI architecture work (if available)
  • Your availability
  • Hourly rate or fixed-price estimate
  • LinkedIn, GitHub, portfolio, or website (optional)

If you've designed scalable AI platforms involving RAG, document intelligence, and enterprise workflows, we'd love to hear from you.

Hi! I'm a software engineer working on a new SaaS application and I'm looking for another developer who enjoys building products together.

I'm hoping to find someone who wants to collaborate on architecture, implementation, and shipping features. We'd split technical responsibilities and learn from each other throughout the process.

If we eventually launch something successful, we can discuss how to handle revenue or future opportunities, but my primary goal is finding someone who enjoys building software together.

If this sounds interesting, send me a DM with your background and what kinds of projects you like working on.

I'm looking to connect with software engineers based in the U.S. who are interested in taking on paid side projects.

The work is project-based and flexible, making it suitable for engineers who are:

• currently between full-time roles,
• freelancing,
• consulting,
• or simply looking to earn additional income.

Ideal candidates have experience with one or more of:

• Full-stack web development
• Backend development
• Frontend development
• Cloud infrastructure
• AI/LLM applications
• Mobile development

Requirements:

• Located in the United States
• Strong communication skills
• Able to commit a few hours per week (or more)

If you're interested, please send me a DM with:

• Your tech stack
• Years of experience
• GitHub, portfolio, or LinkedIn (if available)
• Approximate availability

I'd be happy to share more details privately.

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Algeria, Morocco, Egypt who can provide ongoing technical support for my work and good at English.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Fluent in English
• Comfortable troubleshooting technical issues
• Hands on experience on Data Science, ML work is a plus
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Algeria, Morocco, Egypt who can provide ongoing technical support for my work and good at English.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Fluent in English
• Comfortable troubleshooting technical issues
• Hands on experience on Data Science, ML work is a plus
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Latin America (LATAM) who can provide ongoing technical support for my work.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Comfortable troubleshooting technical issues
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Latin America (LATAM) who can provide ongoing technical support for my work.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Comfortable troubleshooting technical issues
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Latin America (LATAM) who can provide ongoing technical support for my work.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Comfortable troubleshooting technical issues
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hi,

I'm looking for a technically strong freelancer or independent contractor based in Latin America (LATAM) who can provide ongoing technical support for my work.

This is not a full-time employee position. I'm looking for someone I can work with on a contract/freelance basis as projects require.

Skills I'm looking for:

• Strong software engineering background
• Comfortable troubleshooting technical issues
• Experience with cloud platforms, APIs, and backend systems is a plus
• Familiar with AI tools or LLM applications is a bonus
• Good written English communication
• Available during overlapping U.S. business hours

Engagement:

• Remote
• Flexible hours
• Paid contract/freelance work
• Potential for a long-term collaboration if we're a good fit

If you're interested, please send me:

1. A brief introduction
2. Your technical background
3. Technologies you're most experienced with
4. Your hourly rate (USD)
5. Your timezone and availability
6. Your LinkedIn, GitHub, or portfolio (if available)

Please reply here or send me a DM.

Thanks!

Hey neighbors!

I'm relocating from Sacramento, CA to PA but need to stay a bit longer on the CA side to wrap things up. I'm looking for a trustworthy local person to occasionally stop by my apartment while I'm away.

What it involves:

- Stop by a few times a week

- Receive and hold any packages or deliveries that arrive

- Make sure everything looks okay (nothing unusual, no issues)

- Be reachable by text during daytime hours in case I need to coordinate a delivery

The details:

- No heavy lifting and packages are small to medium sized

- Pay is negotiable

DM me with a quick intro and resident if you're interested. Thanks! 🙏

Hey neighbors!

I'm relocating from Sacramento, CA to Florida but need to stay a bit longer on the CA side to wrap things up. I'm looking for a trustworthy local person to occasionally stop by my apartment while I'm away.

What it involves:

- Stop by a few times a week

- Receive and hold any packages or deliveries that arrive

- Make sure everything looks okay (nothing unusual, no issues)

- Be reachable by text during daytime hours in case I need to coordinate a delivery

The details:

- No heavy lifting and packages are small to medium sized

- Pay is negotiable

DM me with a quick intro and resident if you're interested. Thanks! 🙏