AI / ML Architect

Job Description : AIML GEN AI ArchitectLocation : Pune / Kolkata / Bangalore / IndoreNP : Immediate Joiner OR 30 MaxExp : 10 + YearsPosition Overview : We are seeking an AI / ML Architect with 10+ years of software development experience specialising in Machine Learning (ML) and Generative AI (Gen AI). The ideal candidate will possess deep technical expertise in designing and implementing advanced AI / ML solutions, with a particular emphasis on LLMs and agentic workflows. This role demands a hands-on professional capable of translating complex business requirements into actionable technical architectures.Required Skills : Technical Expertise : Strong proficiency in Python, Pandas, NumPy, and SQL.Excellent understanding of Machine Learning algorithms and performance metrics.Proficiency with AI / ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).Hands-on experience with LLM frameworks such as LangChain or LlamaIndex.Demonstrated expertise in designing and implementing agentic workflows and modular AI solutions using frameworks like LangGraph, Crew.ai, or Microsoft Autogen.Solid experience with at least one hyperscaler (preferably GCP or Azure) and familiarity with cloud-based ML APIs.Understanding of data pipelines, ETL frameworks, and big data technologies (e.g., Spark, Snowflake, Hadoop).Architecture & Design : Proven capability in creating detailed AI / ML solution blueprints and technical architecture diagrams.Familiarity with MLOps practices, microservices architecture, containerization technologies (Docker, Kubernetes), and CI / CD pipelines.Previous experience in technical pre-sales activities, proposal development, and client engagements.Soft Skills : Strong communication skills with the ability to clearly articulate technical solutions to business leaders.Proven track record of collaborating effectively across technical and non-technical teams.Innovative problem-solving mindset focused on delivering tangible business impact.Role Responsibilities : Solution Design & Architecture : Collaborate with business stakeholders to identify requirements and design AI / ML solutions.Develop comprehensive architecture diagrams and specify optimal technology stacks tailored to business objectives.Integrate advanced LLM frameworks (e.g., LangChain, LlamaIndex) into solution designs for enhanced language-driven functionalities.Technical Implementation & Agentic Workflows : Design and deploy agentic workflows leveraging LLMs to automate complex decision-making processes.Develop modular, scalable AI solutions that seamlessly integrate with existing enterprise systems.Ensure robust deployment and monitoring practices aligned with MLOps best practices.Prototyping & Proof-of-Concept (POC) Development : Rapidly build and iterate prototypes and POC models to demonstrate the viability and business value of proposed AI / ML solutions.Evaluate, test, and refine LLM-driven workflows and agent-based solutions to align with business goals.Pre-sales Engagement : Lead technical AI discussions with prospects, showcasing Calsoft’s capabilities and relevant industry experience.Understand client requirements deeply to craft tailored technical solutions, high-level implementation plans, and accurate estimates supporting sales proposals.Immediate to 30 days Joiner