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AI/ML Gen AI Architect

Creative Synergies Group

2 - 5 years

Bengaluru

Posted: 15/03/2026

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Job Description

Creative Synergies Group Overview:


  • Creative is a leading global technology services firm delivering innovative solutions that synergise our deep engineering domain expertise and Digital Engineering Services
  • Creatives global team of 1,600+ Can-Do engineers collaborate with our 40+ Fortune 500 clients to help them achieve their strategic and operational objectives (Including Google, Tesla, Samsung, Mercedes, Toyota, Mitsubishi, Hitachi)
  • 95% of our revenues accrue from US, Europe, Japan based customers
  • We work with clients across the global Transportation, Energy/Process, Industrial Products, Hi-Tech, Ed-Tech Industries.


Service Offerings:


Al/ML and Digital Technologies:

  • Agentic AI
  • GenAI Business Services
  • AI/ML
  • Data Analytics and Data Engineering
  • Cloud Technologies
  • Application Development
  • Digital Platform Engineering
  • Cybersecurity


Intelligent Connected Products:

  • Edge Analytics
  • Industrial and Consumer IoT
  • Platform Development
  • Mobile Robotics
  • Vehicle Centric Electronics
  • Connected Car and Telematics Solutions


Digital Manufacturing:

Digital Plant Engineering:


Founder / CEO: Dr. Mukesh Gandhi

  • Former Michigan State University Professor(1984 - 1999)
  • Published Ground-Breaking Technical Publications and Books Supervised PhD, Masters and Undergraduate Research Students - Who Are Now Leaders and Decision Makers in Industry and Academia

Awarded Over $15 Million For Pioneering Research from National Science Foundation (NSF), US Army Research Office (ARO), Defense Advanced Research Projects Agency (DARPA), US National Institute of Standards and Technology (NIST)


Founder / CEO of Quantech Global Services

  • Pioneering US-Indian Services company to serve major global automotive OEMs (GM, Ford, Nissan, Peugeot) from India-based delivery centers in the early 2000s
  • Acquired by Wipro (NYSE: WIT)


Former Wipro, EDS Chief Executive

Founded Creative Synergies Group In 2011


  • Locations: Headquartered in the U.S., multiple delivery centers in India (Bengaluru, Pune, Noida), branch offices in Germany, U.K, Netherlands and Japan
  • Culture: Creative has a flat organization and an agile culture of positivity, entrepreneurial spirit, customer centricity, teamwork, and meritocracy


Creative Synergies Group 3 Year Vision


  • Continue Business Growth of 30-40% per annum
  • Establish AI/ML Technology Services Leadership in Our Target Verticals
  • Niche Technology Acquisitions in the U.S. / Europe


Job Description:


Role: AI/ML GenAI Architect


Role Overview: Creative Synergies is seeking a proven Architect and Technical Leader with deep expertise in GenAI and Cloud Technologies. This leader will serve as a


Technically Guide Delivery Team in Technical Execution


The leader will play a pivotal role in shaping Creative Synergies strategic growth in NextGen technologies.


Reporting Manager: VP of AI/ML and Data Analytics

Location: Bengaluru, Brigade Tech Park

Key Responsibilities Serve as a Lead Delivery/Solution Architect for high-value prospects in US, Europe and Japan. Primary focus will be on:


Technical Guidance to Delivery Team Responsibilities:


  • Provide technical advisory to delivery team across multiple concurrent projects, balancing hands-on problem-solving with strategic guidance
  • Define and maintain architectural standards, guidelines, and best practices for generative AI deployments across the project portfolio
  • Oversee security, compliance, cost efficiency, and reliability of production AI systems
  • Facilitate technical proof-of-concepts, and spike solutions to validate architectural approaches and de-risk complex implementations.
  • Provide hands-on technical advisory to engineering teams throughout project delivery lifecycle, including architecture reviews, code reviews, and troubleshooting complex technical challenges.
  • Conduct design reviews and technical checkpoints to ensure adherence to architectural principles, performance requirements, and quality standards.
  • Guide engineering teams through technical decision-making processes, risk mitigation strategies, and resolution of technical blockers to maintain project momentum.
  • Unblock Delivery Team through root cause analysis, performance optimization, and architectural refactoring recommendations during critical delivery phases.
  • Mentoring GenAI engineers and Data Team Leads
  • Build, sustain and maintain long term relationship with key and strategic customers


Experience and Skill Requirements:


Education: B. Tech / B.E. in Computer Science/ IT / Electronics; Masters Degree (Preferred)


Experience:


  • 1215+ Years of Total Experience
  • 5+ Years Hands-On Experience Architecting GenAI, AI/ML and Cloud Technology Solutions


Technical Expertise You Will Bring:


GenAI And MLOps Fundamentals


  • Deep knowledge of GenAI fundamentals with practical experience with leading GenAI platforms (e.g., Anthropic, Google AI, OpenAI, Azure OpenAI, AWS Bedrock)
  • Expertise in prompt engineering and LLM optimization techniques
  • Demonstrated success designing and deploying RAG architectures, including vector stores (Pinecone, Weaviate, ChromaDB), embedding strategies, chunking logic, semantic retrieval, and hybrid search
  • Experience with MLOps frameworks and platforms (MLflow, Kubeflow, SageMaker, Vertex AI) for model lifecycle management, experiment tracking, and model registry
  • Proficiency in model versioning, A/B testing strategies, and canary deployments for AI models in production environments
  • Expertise in design patterns, clean architecture principles, and AI-specific testing approaches
  • Hands-on experience with data versioning tools (DVC, LakeFS)and feature stores for ML pipeline orchestration
  • Familiarity with monitoring and observability tools(e.g., LangSmith, Langfuse) for productionizing AI systems
  • Knowledge about CI/CD pipelines, automated testing strategies, and DevOps practices for AI/ML workloads


Attitude and Interpersonal Skills You Will Bring:


  • Clear and critical thinking
  • Openness / Willingness to Give / Receive Feedback from Customers and Colleagues
  • Exceptional Communication / Presentation / Listening
  • Entrepreneurial Hunger to Grow New Business
  • Aesthetic Sense, Positive / Optimistic Mindset
  • Excitement to Build GenAI Initiatives in High-Growth Environment

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