About IDfyIDfy is Asia's leading TrustStack, making compliance easy, fraud detection smarter, and onboarding seamless. Trusted by global leaders likeHDFC Bank, Zomato, Amazon, PhonePe, Paytm, and HUL , we handle over 2 million verifications per day. Our platforms —OnboardIQ(frictionless onboarding),OneRisk(proactive fraud and risk management), andPrivy(data governance/DPDPA compliance) — form one seamless solution enabling trust.We at IDfy are looking for anAI Lead / Principal Engineerto drive the end-to-end development of advanced AI systems—turning cutting-edge research into scalable, real-world production solutions. This role is ideal for someone whothrives at the intersection of deep mathematical thinking, hard problem-solving, and large-scale engineering.What You’ll Do -Problem → Data → Solution Leadership Frame ambiguous, complex business problems into mathematically well-defined AI problems. Design data strategies aligned to the problem structure, and drive full lifecycle ownership.Research → Production → Scale Translate research papers into reliable, high-performance production systems. Reproduce results, simplify architectures, and scale models for real-world constraints (latency, cost, throughput).LLM & GenAI Expertise Build and fine-tune LLMs; design RAG pipelines grounded in embedding geometry, retrieval statistics, and transformer internals. Own model selection using quantitative tradeoffs—not guesswork.Full-Stack Production AI Lead data pipelines, training, evaluation, deployment, monitoring, and continuous improvement. Build scalable APIs and services that expose AI capabilities safely and reliably.Performance, Optimization & Scale Optimize models and systems for distributed training, inference efficiency, numerical stability, and high-throughput production workloads.Engineering & Technical Leadership Mentor engineers on math-driven problem solving, ML systems design, experiment rigor, and best practices.What You Bring - 10–15 years leading AI initiatives with strong foundations in math (probability, statistics, optimization, linear algebra). Proven ability to solve complex AI/ML problems across NLP, Computer Vision, and GenAI. Deep LLM production experience: fine-tuning, RAG, embedding systems, model evaluation, and at least two LLM products shipped. 6+ years building and operating large-scale AI systems (distributed training, real-time inference, monitoring, drift detection).Job Location - Mumbai, PuneThis is your big break to work on systems that define digital trust across Asia.
Job Title
Artificial Intelligence Lead