[Fresher/Junior/Senior] AI Agent Engineer (Grit, Logic)

Top 3 reasons to join us

• Performance Review twice per year
• Annual Health Check & Trip Abroad
• Work to rid the world of corruption

Job description

About Us

At Reap AI, we're a team that loves solving problem. We are hardworking, smart, and fast to take action. We don’t care what your degree is.  If you’re logical (no bullshit) and hardworking (almost a workaholic), this is the place for you. 

We do not accept mediocrity. We build AI systems that catch fraud and reward honest effort in the real world. Candidates from Physics, Math, Computer Engineering, or self-taught backgrounds who think in first principles are strongly encouraged to apply.

You Should Apply If

• You hate corruption & fraud to the bone
• You loveeeeee working
• You are obsessed with learning new things everyday
• You have good logic
• You are a true Generalist: You aren't afraid to jump from a PyTorch CV model to a Docker/Tailscale config, down to a C/C++ embedded routine on an edge device, up to a React dashboard.
• You live and breathe AI tooling: You use LLMs, custom agents, and automated workflows to write standard code, scripts, and infrastructure in minutes instead of days.
• You take absolute ownership: You prefer shipping complete features solo over endless sync meetings with large teams.

What You’ll Be Doing

• Infrastructure & Sysadmin – Manage bare-metal/GPU servers, Linux environments, Docker setups, and CI/CD pipelines using AI-assisted automation.
• AI & Computer Vision – Build, evaluate, fine-tune, and optimize PyTorch/TensorFlow/ONNX models for real-world video & POS data pipelines.
• Full-Stack & Edge Delivery – Write Python APIs (Backend), lightweight React/TypeScript UIs (Frontend), and optimize C/C++ routines for resource-constrained edge hardware.
• Data Pipelines: Streamline labeling workflows and automate data preprocessing using computer vision frameworks (OpenCV, CVAT, FFmpeg).
• Collaborate with a small, focused team — we value clear thinking, not loud talkin
• Contribute to weekly release cycles and iterate fast based on real user feedbacks

Your skills and experience

Must-Haves

1. Knowledgable in your applied field and always updating your knowledge
2. If you have a direct experience, it's a plus (but if not, it's ok)
3. If you love technology, you will have a lot of fun 
4. Learning is what you do everyday
5. We build fraud detection systems (so cool!!)
6. Happy and good attitude 
7. Understand life – happiness and sufferings are a part of life
8. Easy going, not too picky. Can enjoy colleagues at work
9. If you continue to develop yourself, your salary is subjected to increase twice a year (only if you improve)
10. Fighting attitude: This will be no easy work. If you give up easily, DO NOT apply.
11. 1-Person Avengers team: We are building a small group of incredibly capable, AI-amplified people. As revenue grows, it comes back to you.

Perks : Free lunch every day, and building actual AI fraud detection systems (which is super cool!).

1. If you accept all of the above, click apply. 
2. PS. We want someone with a fighting attitude. If you give up easily, DO NOT apply.

Knowledgable In

• AI & Computer Vision: PyTorch/TensorFlow fundamentals, OpenCV, ONNX Runtime, plus practical model evaluation (FP/FN error analysis) for classification, detection, and segmentation.
• Agentic AI & LLMs: Power-user mastery of AI agents/tools to rapidly write code, automate pipelines, and solve problems across the stack.
• Backend & API Development: Strong Python (OOP, DS&A, Graph/BFD/DFS algorithms) building APIs via FastAPI or Flask, connected to PostgreSQL.
• Sysadmin & DevOps: Linux system admin, containerization (Docker/Docker Compose), networking/VPN (Tailscale), and managing bare-metal GPU/server hardware.
• Math & Algorithms: Solid foundations in linear algebra, statistics, graph algorithms, and optimization.
• Frontend & Edge Basics: Ability to maintain React/TypeScript dashboards and read/tweak C/C++ embedded routines on edge devices (with AI help).
• Video Protocols: Basic working knowledge of FFmpeg, RTSP, or video streaming setup.
• API development: Fast with modern frameworks like FastAPI or Flask.

Why you'll love working here

• Be part of a mission-driven team fighting fraud and rewarding real contribution
• Grow fast with biannual performance reviews and lots of ownership
• Get annual health checkups and an international trip with the team
• Learn from each team member — who value depth, honesty, and grit