AWS Cloud AI Implementations Chatbots & Document Automation Workflow Automation Pre‑Sales Consulting

Department: HOT SG
Salary: 7K+ MYR per month (Negotiable)

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RECRUITER SUMMARY

HOT MYS Sales, AWS Cloud AI Implementations Chatbots & Document Automation Workflow Automation Pre‑Sales Consulting, 7K+ MYR per month

21/10/2026

Candidate Background

Nationality:
Pakistani (EP)
Residence:
Malaysia
Education:
Bachelor of Computer Science (Honours) – Specialisation in Data Science – XXXX
Languages:
English – Fluent Urdu – Fluent Malay – Basic
Experience:
2+ years of experience in the industry Presales Cloud Engineer at XXXX
Motives:
Actively looking for a job right now and seeking the next move in his career. Open for ECM Presales Engineer or related roles
Current Salary:
5.8K MYR per month (OTE, 80/20)
Expected Salary:
7K+ MYR per month (Negotiable)
Notice Period:
2 Months
Interview Availability:
Requires a day notice

Interview Assessment Notes

Question 1: Could you introduce yourself and tell us about you? Your current / recent jobs and employers? Previous companies and jobs?
He is a Pre‑Sales Cloud Engineer currently working at XXXX in Malaysia, where he has been employed full‑time since 2024 after starting as an intern. Over nearly three years, he has progressed from cloud engineering into data and AI solutions, focusing on proof‑of‑concepts (POCs) for clients. His work includes end‑to‑end solutioning: engaging with customers to understand problem statements, designing proposals and architectures, coding front‑end and back‑end logic, and delivering demos. He has built AI‑driven solutions such as chatbots and document automation systems, primarily leveraging AWS services like Bedrock and Agent Runtime. His industry exposure spans oil and gas, public sector, insurance, and agriculture, with a strong emphasis on AI and cloud‑based solutions.

Question 2: What skill(s) / experience would you self‑describe as strongest or specialist in?
He identifies his strongest expertise in problem scoping, solution mapping, and AWS‑based AI/cloud implementations. He excels at understanding complex client requirements and translating them into practical solutions using AWS services. His technical skills include building chatbots, document automation workflows, and knowledge base management systems. He has experience with low‑code automation tools such as AWS Step Functions, Zapier, and Make.com, and is comfortable with scripting and workflow automation. He emphasizes his ability to bridge technical and client‑facing responsibilities, having delivered POCs with strong conversion rates to production.

Question 3: Do you have the lists of key criteria’s according to the clients’ requirements?
He has nearly three years of pre‑sales experience, including SaaS and document automation solutions, and has contributed to building proprietary IP for knowledge base management at XXXX. He was one of the founding members of the GenAI team in Malaysia, helping generate over USD 200K in deals within six months, with an 80% prospect‑to‑POC conversion rate and 10–15% POC‑to‑production success. Open to APAC‑wide roles, he is motivated to grow his career in pre‑sales engineering, focusing on cloud, AI, and ECM solutions.

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