Why This Role is Special
- Greenfield + Impact: Build GenAI-powered financial solutions from scratch with minimal legacy baggage.
- Enterprise-grade Scale: Your models will power risk, fraud, and personalization systems used in high-stakes fintech environments.
- Innovation at Core: From RAG pipelines to fine-tuned LLMs, you'll explore and deploy the latest AI techniques.
- End-to-End Ownership: From idea to productiondata pipelines, modeling, compliance, and observabilityyou'll drive the full cycle.
Key Responsibilities:
- AI/ML Development: Architect and implement advanced ML systems for fraud detection, credit scoring, personalization, and risk modeling.
- Generative AI Solutions: Build and deploy LLM-powered tools for financial document summarization, chatbot automation, KYC workflows, and customer support.
- LLM Experimentation: Work with OpenAI, Claude, LLaMA, Mistral, etc.covering prompt engineering, fine-tuning, embeddings, and retrieval-augmented generation (RAG).
- MLOps & Deployment: Own CI/CD for models, scalable serving, monitoring, and explainability (using MLflow, Kubeflow, or GCP/AWS/Azure ML stacks).
- Cross-Functional Collaboration: Partner with product, compliance, and engineering teams to embed AI responsibly into fintech journeys.
- Model Governance: Ensure fairness, bias mitigation, explainability (XAI), and adherence to financial regulatory standards.
- Team Leadership: Mentor junior engineers and data scientists, fostering a high-performance AI culture.
Preferred Qualifications
- Prior experience with fintech AI use-cases (fraud, risk, credit scoring, personalization).
- Exposure to LangChain, Hugging Face, OpenAI APIs.
- Experience with MLOps stacks (MLflow, SageMaker, Vertex AI, Kubeflow).
- Contributions to AI research, open-source projects, or technical blogs/papers.
What Success Looks Like in 6 Months
- Delivered at least 2 production-grade AI/GenAI systems impacting customer experience or financial operations.
- Established scalable, compliant, and monitored ML pipelines.
- Built a strong AI/ML engineering foundation for Ambak.com's long-term roadmap.
- Actively mentored team members and elevated AI culture across the org.
