We are looking for an AI/ML Lead with strong hands-on experience in Python-based ML systems and GenAI solutions. This role focuses on designing and deploying production-grade AI systems, especially leveraging LLMs, RAG pipelines, and MLOps practices. You will work closely with engineering and product teams to build scalable, secure, and productive AI-powered applications. Key Responsibilities ❖ AI/ML System Design ● Design and implement end-to-end ML pipelines (data ingestion → training → evaluation → deployment). ● LLM-based solutions using advanced prompting strategies, RAG (Retrieval-Augmented Generation) and agentic workflows. ● Define scalable patterns for ML/ GenAI application development. ❖ Model Development & Optimization ● Work on data analysis, quality benchmarking, lineage detection and curation, ingestion into vector stores ● Work on statistical model training, evaluation, hyper-parameter tuning, feature engineering ● Work on fine-tuning of LLMs for specific tasks and prompt optimization (no expectation to build models from scratch at large scale).



● Evaluate and select appropriate models (open weights or closed weights). ● Collaborate with data teams for feature engineering and dataset readiness. ❖ MLOps & Deployment ● Implement MLOps best practices: ○ Model versioning ○ Experiment tracking ○ Monitoring & retraining pipelines ○ Prompt versioning ○ Drift detection ○ Token costs ● Handle model deployment in production environments (APIs, batch, streaming). ● Ensure performance, scalability, and reliability of AI systems. ❖ Platform & Integration ● Integrate AI solutions with existing microservices and backend systems. ● Work with vector databases, caching, and APIs for GenAI use cases. ● Ensure security and governance in AI deployments. ❖ Collaboration ● Partner with product managers and engineers to translate business problems into AI solutions. ● Mentor engineers on AI/ML and GenAI best practices. Must Have Skills ❖ Core ● 7+ years of experience in softw

📌 AI/ML Lead (Veerapur)
🏢 Sparix Global
📍 Veerapur