Sample Audit & Schema Design
1GB sample audit, JSON schema design, and a technical cleaning roadmap
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2 Days
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I will audit & fine-tune AI prompt frameworks for b2b sales
Sample Audit & Schema Design
1GB sample audit, JSON schema design, and a technical cleaning roadmap
Delivery Time
2 Days
Package Includes: see all
Basic
...
Sample Audit & Schema Design
1GB sample audit, JSON schema design, and a technical cleaning roadmap
Delivery Time
2 Days
Package Includes: see all
Standard
...
Premium
...
Service details
Are your AI sales agents hallucinating product features or failing to convert leads? The gap between a novelty chatbot and a revenue-generating AI agent lies entirely in the underlying prompt architecture and integration logic. I architect and audit deterministic prompt frameworks specifically designed for high-stakes B2B sales environments.
Standard AI integrations often fail because they lack structured guardrails and business logic. I solve this by bridging advanced prompt engineering with robust backend systems. Leveraging my expertise in custom Python architecture, I ensure that your AI agents do not just generate conversational text, but output strictly validated JSON payloads that integrate directly into your CRM, proprietary databases, and workflow orchestrators.
My approach grounds the AI in proven B2B sales methodologies, ensuring the agent asks the correct discovery questions, handles complex objections logically, and seamlessly drives the prospect toward a close.
My Core Deliverables:
- Prompt Audits: Identifying hallucination triggers and logic gaps in your existing AI workflows.
- Framework Engineering: Designing context-aware, role-specific system prompts for automated Sales Ops and lead triage.
- Output Validation: Building deterministic validation layers so the AI's extracted data is always structured and highly usable.
- Tool Integration: Connecting the agent to your custom APIs and internal databases so it operates with real-time factual context.
Stop losing leads to bad AI logic. Let's build a deterministic agent that actually sells. Please message me with your current tech stack before booking so we can align on the exact orchestration requirements.
Key details
- Agent TypeResearch AgentData Entry/EtlWorkflow Orchestrator
- Action SpaceApis/ToolsDatabasesFiles
- OrchestrationLanggraphOpenai Assistants API
- DeploymentContainerizedOn-Prem
- LanguageChinese (Simplified)Chinese (Traditional)EnglishFrenchRussianSwahili
Special note from freelancer
My frameworks are grounded in SPIN and Challenger sales methodologies to transform generic AI into high-conversion revenue drivers.
Comparison
Full Dataset Curation (50GB)
Full pipeline execution: clean, normalize, and validate data for LLM training.
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5 Days
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- 2
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Enterprise Pipeline & API
Standard tier plus automated extraction pipeline and secure cloud API integration.
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10 Days
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- 3
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FAQs
- I use few-shot prompting and strict schema validation to ground responses in your factual business data, eliminating creative fabrications.
Khaal
About Khaal
Machine Learning Engineer |Database Administration |Backend Developer
Stop paying for scripts that break in production. I am a Senior Backend and ML Engineer specializing in robust data infrastructure and deterministic AI workflows. I build edge-case-proof architectures that scale securely. Core Expertise: Unstructured Data to JSON Pipelines LLM Evaluation and Validation High-Concurrency PostgreSQL Architecture Secure Python API Automation I do not use no-code tools. Let's build an enterprise architecture that actually works.
Stop paying for scripts that break in production. I am a Senior Backend and ML Engineer specializing in robust data infrastructure and deterministic AI workflows. I build edge-case-proof architectures that scale securely. Core Expertise: Unstructured Data to JSON Pipelines LLM Evaluation and Validation High-Concurrency PostgreSQL Architecture Secure Python API Automation I do not use no-code tools. Let's build an enterprise architecture that actually works.
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