AI ML Architect

Position: AI ML GENAI Architect

Experience: 9+ Years

Location: Pune/ Kolkata / Indore

Work Mode: Hybrid (3 Days WFO / 2 Days WFH)

Position Overview:

We are seeking an experienced AI/ML Architect with 10+ years of experience, specializing in ML and Gen AI. The ideal candidate will possess the technical depth to design and implement cutting-edge AI/ML solutions, particularly leveraging large language models (LLMs) and agentic workflows, while translating business requirements into actionable technical architectures.

This role requires a hands-on professional who thrives in a dynamic environment, delivering impactful AI/ML strategies and solutions.

Mandatory Skills: GENAI, Generative AI, LLM, LangChain, LlamaIndex, TensorFlow, Prompt Engineering.

Required Skills:

• Technical Expertise.
• Very good Skills in Python, Pandas, NumPy, SQL
• Excellent understanding of Machine Learning algorithms and metrics.

• Proficiency with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).

• Hands-on experience with LLM frameworks like LangChain, LlamaIndex, or similar tools.

• Strong knowledge of at least one hyperscaler (preferably GCP or Azure). Proficiency and understanding of ML APIs on the cloud.
• Experience in designing and implementing agentic workflows and modular AI solutions using frameworks like LangGraph, Crew.ai, Microsoft Autogen etc.
• Understanding of data pipelines, ETL frameworks, and big data technologies (e.g., Spark, Snowflake, Hadoop).
• Architecture Design
• Expertise in creating AI/ML solution blueprints and technical diagrams.
• Familiarity with MLOps practices, microservices architecture, containerization (Docker, Kubernetes), and CI/CD pipelines.
• Excellent understanding in Gen AI frameworks and models.

• Prompt Engineering, GANs, OpenAI, Dall-E, Stable Diffusion, Langchain, Lllama2.

• Prior experience in technical presales and building proposal
• Domain Expertise
• Preferred domain expertise in consumer/CPG/retail, supply chain

Soft Skills:

1. Strong communication skills with the ability to present technical solutions to business leaders.

2. Proven ability to collaborate cross-functionally with technical and non-technical teams.

3. Problem-solving mindset with a focus on innovation and impact.

Role Description:

• Solution Design & Architecture
• Work with business teams to identify requirements and design AI/ML solutions that address key challenges in the consumer/CPG/retail sectors.
• Develop comprehensive architecture diagrams and technology stacks tailored to business needs.

• Incorporate LLM frameworks (e.g., LangChain, LlamaIndex) into solution designs to deliver advanced language-based functionalities.

• Technical Implementation & Agentic Workflows
• Design and implement agentic workflows using LLMs to automate decision-making and complex processes.
• Build modular, scalable solutions that integrate with existing enterprise systems and tools.
• Ensure solutions are aligned with MLOps practices for robust deployment and monitoring.
• Prototyping & POCs.
• Rapidly develop proof-of-concept (POC) models and prototypes, showcasing the feasibility and value of AI/ML solutions.
• Test and refine LLM-driven workflows and agent-based models to meet business objectives.
• Presales.
• Lead AI discussions with prospects presenting Calsofts capabilities and experience and discussing client need.
• Understand client need and design technical solution, high-level work plans, and estimates required for an AI related sales proposal.