
Senior AI/ML Architect (Generative AI Focus)
Key points:
•Immediate joiner
•Gen AI
•Lead
•RAG
•Bangalore location
•All 5 days office
•Customer round
Job Summary: We are seeking an accomplished Senior AI/ML Architect with 15+ years of experience to lead our AI initiatives with specialization in Generative AI, Agentic AI, and Large Language Models. The ideal candidate will possess deep expertise in architecting complex AI systems incorporating RAG pipelines, efficient embeddings, document processing, and autonomous agent frameworks., leading technical teams, and hiring top-tier talent to drive innovation. The candidate should also demonstrate strong expertise in code quality, evaluation methodologies, and defect management throughout the AI/ML development lifecycle.
Key Responsibilities:
AI/ML Solution Architecture & Development:
•Design and implement end-to-end AI/ML solutions, ensuring scalability, performance, and alignment with business objectives.
•Design and implement end-to-end RAG (Retrieval-Augmented Generation) systems with optimized knowledge retrieval
•Architect Agentic AI workflows using frameworks like LangChain, LlamaIndex, and AutoGen
•Develop multi-agent systems with specialized roles and orchestration capabilities
•Implement dynamic routing and decision-making logic for agent networks
•Architect and implement RAG (Retrieval-Augmented Generation) systems for knowledge-intensive applications
•Design and optimize document processing pipelines including advanced chunking strategies and metadata extraction
•Develop and fine-tune LLMs for domain-specific applications
•Architect and optimize AI pipelines, including data ingestion, preprocessing, model training, and deployment.
•Lead the integration of Generative AI (GenAI) technologies into existing workflows to enhance automation and decision-making.
Technical Leadership & Innovation:
•Provide technical guidance and mentorship to AI/ML teams, fostering a culture of innovation and excellence.
•Stay abreast of the latest advancements in AI/ML and GenAI, evaluating and adopting cutting-edge technologies as appropriate.
•Collaborate with cross-functional teams to align AI initiatives with business goals.
Code Quality & Engineering Best Practices:
•Enforce high standards of code quality, maintainability, and scalability in AI/ML implementations.
•Conduct and oversee code reviews to ensure adherence to best practices and architectural guidelines.
•Implement robust testing frameworks, including unit tests, integration tests, and system tests, to validate AI models and pipelines.
•Lead the evaluation and selection of appropriate embedding models for specific use cases
•Design optimal chunking strategies for different document types (PDFs, HTML, plain text)
•Establish best practices for vector database implementation and optimization
•Mentor junior engineers in RAG implementation and document processing techniques
Evaluation Methods & Performance Metrics:
•Define and implement comprehensive evaluation methodologies to assess model performance ensuring all metrics met.
•Monitor and analyze model performance during pre-release testing and post-release phases to identify and address defects.
•Establish metrics and KPIs to measure the effectiveness and reliability of AI solutions in production.
Defect Management & Post-Release Monitoring:
•Develop strategies for defect prevention, detection, and resolution throughout the AI/ML development lifecycle.
•Lead root cause analysis for post-release defects and implement corrective actions to prevent recurrence.
•Work closely with DevOps and QA teams to ensure seamless deployment and monitoring of AI models in production.
Hiring & Team Development:
•Lead the recruitment process for AI/ML talent, identifying and hiring skilled professionals to build high-performing teams.
•Develop and implement strategies for team growth, including training programs and career development plans.
Required Skills & Qualifications:
•Technical Expertise:
•15+ years of experience in AI/ML, with a strong focus on architecting and deploying AI solutions.
•Deep knowledge of machine learning, deep learning, and NLP, with proficiency in Python and frameworks like PyTorch, TensorFlow, or Hugging Face.
•Experience with cloud platforms and MLOps practices for model deployment and monitoring.
•GenAI Experience:
•Hands-on experience with LLMs, RAG pipelines, and AI agent frameworks.
•Familiarity with vector databases (e.g., Melvis, Pinecone, Weaviate) and graph databases.
•Code Quality & Testing:
•Strong understanding of software engineering principles, including code quality, testing, and CI/CD pipelines.
•Experience with testing frameworks and methodologies for AI/ML models.
•Evaluation & Defect Management:
•Proven ability to define and implement evaluation metrics and performance monitoring systems.
•Experience in defect management and root cause analysis for AI/ML systems.
•Leadership & Hiring:
•Proven ability to lead technical teams and hire top AI/ML talent.
•Strong communication and collaboration skills to work with stakeholders at all levels.
•Education:
•Bachelor’s/Master’s/PhD in Computer Science, Data Science, or a related field.
Preferred Qualifications:
•Experience in industries such as healthcare, finance, or manufacturing, where AI/ML solutions have been successfully deployed.
•Publications or contributions to the AI/ML community, such as research papers, open-source projects, or conference presentations.
Why Join Us?
•Opportunity to work on cutting-edge AI/ML and GenAI projects with a global impact.
•Collaborative and innovative work environment with a focus on

About Vivanet
About
VIVANET delivers cutting-edge artificial intelligence solutions that empower your business to innovate faster and achieve exceptional results.
Candid answers by the company
# Vivanet - FAQ
## About Vivanet
Q. What is Vivanet's philosophy?
It's more than AI with us. Driven by genuine insight and a collaborative mindset, we build customized technology AI and digital solutions that deliver impact where it matters most.
Q. What does Vivanet mean?
"Viva" in Italian or Spanish means 'to acclaim with enthusiastic approval'. Vivanet represents our commitment to building acclaimed technology solutions powered by a talent network that is competent and diverse.
Q. What is Vivanet's mission?
“Building AI solutions of Tomorrow” - to give wings to ideas. We work closely with our clients to understand their unique digital needs and build scalable, high-quality AI and software solutions that drive real business value.
Q. What is Vivanet's vision?
At Vivanet, we believe in the power of technology to transform businesses and create meaningful impact. Founded with the vision of bridging the gap between innovative ideas and practical implementation, we have grown into a trusted partner for businesses seeking reliable software solutions.
Q. Where is Vivanet located?
We are headquartered in Pune, India, with a growing global footprint. We bring a unique blend of local insight and international expertise to every project. We have satellite offices in Bengaluru, Texas, USA and Middle East (upcoming).
Q. How established is Vivanet?
Vivanet was founded in 2022 and has quickly grown to become a trusted partner for 15+ leading organizations across various industries.
## Company Culture and Values
Q. What are Vivanet's core values?
Vivanet is guided by four fundamental principles:
- Building Trust - Through accountability and delivery
- Demonstrating Commitment - By providing high-quality service to our employees and customers
- Acting with Humility - Through inclusion, respect, and situational awareness
- Aiming for Excellence - In technology and execution
Q. What is the work culture like at Vivanet?
As our Founder & CEO Aadarsh Iyer says: "At Vivanet, we connect with purpose, listen with intent, and build with care. From engagement to delivery, we do everything we can to meet and often exceed your expectations."
We are rooted in purpose and evolving through innovation. Our culture emphasizes genuine insight, collaboration, and meaningful impact.
Q. What do the leadership team believe in?
Our Technology Specialist Rohit Shedage describes our approach: "We empower businesses through thoughtful innovation and seamless tech integration, one meaningful line of code at a time."
Our Director of L&D, Sunil Datta, emphasizes: "We believe that upskilling should be a part of our daily routine, while reskilling is something we need to approach strategically. It's our way of keeping ourselves sharp, relevant, and prepared for whatever comes next!"
Our AI Specialist, Gopalkrishna Holla, focuses on "helping organizations and industries adopt and embed AI into their data, people, processes, products, and services."
## Services and Technology
Q. What services does Vivanet provide?
Vivanet offers comprehensive technology solutions across three main areas:
**AI Specializations: **
- Vision AI
- Agentic AI
- Generative AI (Gen AI)
- Conversational AI
**Software Development: **
- Cloud solutions
- SaaS applications
- Web applications
- Mobile apps
- Analytics
**Talent on Demand: **
- Smart Hiring
- Ready Talent
- Value-Driven staffing models (DNA and LED models)
Q. What technologies does Vivanet work with?
We embrace cutting-edge technologies including:
- AI/ML (Vision AI, Gen AI, Agentic AI, Conversational AI)
- Modern web and javascript frameworks
- Mobile development technologies
- Full Stack development
Q. What industries does Vivanet serve?
We solve what matters across diverse industries:
- Food and Beverage
- Systems Engineering
- Manufacturing
- Marketing
- IT Consulting
- Education
- E-Commerce
- Automotive
- Oil & Gas
- Renewable Energy
- Retail & Consumer Goods
- Logistics & Supply Chain
- Real Estate & Construction
- Aviation
- Maritime
## Career Opportunities
Q. What roles does Vivanet hire for?
We hire talented professionals across multiple domains:
- AI/ML Engineers and Specialists
- Software Developers (Web, Mobile, Cloud)
- SaaS Application Developers
- Data Scientists and Analytics Experts
- Cloud Architects
- Full-stack Developers
- Technical Leadership roles
Q. What makes Vivanet an exciting place to work?
- Work on cutting-edge AI technologies including Vision AI, Agentic AI, and Generative AI
- Exposure to diverse industries and challenging problems
- Growing company with a global footprint
- Trusted by 12+ leading organizations
- Strong focus on continuous learning and development
- Collaborative, purpose-driven culture
Q. Does Vivanet invest in employee development?
Absolutely! Learning and development is core to who we are. As our Director of L&D emphasizes, we believe upskilling should be part of our daily routine, and reskilling should be approached strategically. We help our team stay sharp, relevant, and prepared for what's next.
Q. What is the company's approach to growth?
We continue to evolve, embracing cutting-edge technologies to deliver solutions that not only meet current needs but also prepare our clients—and our team—for the future.
## Work Philosophy
Q. What makes Vivanet different from other IT companies?
- **Purpose-Driven: ** Rooted in purpose, evolving through innovation
- **Genuine Insight:** We don't just implement technology; we provide genuine insight and collaborative solutions
- **Impact-Focused:** We deliver impact where it matters most
- **Client Partnership:** We bridge the gap between innovative ideas and practical implementation
- **Quality Commitment:** We build scalable, high-quality software that drives real business value
Q. What is Vivanet's approach to projects?
We connect with purpose, listen with intent, and build with care. We work closely with clients to understand their unique digital needs and create customized solutions that deliver measurable results.
Q. How does Vivanet approach innovation?
We empower businesses through thoughtful innovation and seamless tech integration. We don't just follow trends—we help organizations adopt and embed emerging technologies like AI/ML into their operations to create real, lasting value.
## Talent Models
Q. What are DNA and LED talent models?
Vivanet offers flexible talent augmentation through specialized models:
- **DNA Model:** Smart hiring solutions
- **LED Model:** Ready talent deployment
These models allow clients and team members to scale effectively and access skilled developers and engineers as needed.
## Growth and Learning
Q. Will I have opportunities to learn new technologies?
Learning is embedded in our culture. We believe upskilling should be part of your daily routine, and we provide strategic opportunities for reskilling to keep you sharp, relevant, and prepared for the future.
Q. What kind of impact can I make at Vivanet?
As a growing company, your contributions will have direct impact on client success and company growth. You'll work on solutions that solve real business problems and move entire industries forward.
Q. How does Vivanet prepare employees for the future?
We embrace cutting-edge technologies and help our team stay ahead of the curve. Whether it's AI/ML, cloud computing, or modern frameworks, we ensure our people are equipped with the skills that matter for tomorrow's challenges.
## Application Process
Q. How do I apply to Vivanet?
Connect with us on LinkedIn at https://in.linkedin.com/company/vivanet-india
Q. What qualities does Vivanet look for in candidates?
We seek professionals who embody our values:
- Accountable and delivery-focused (Building Trust)
- Committed to quality and excellence
- Humble, inclusive, and respectful team players
- Passionate about innovation and continuous learning
- Purpose-driven with genuine insight
- Eager to create meaningful impact
Q. Does Vivanet offer opportunities for freshers?
With our strong focus on learning and development, and talent models designed to nurture skills, we welcome motivated individuals at various career stages. Connect with us to discuss opportunities that match your experience level.
## Leadership Team
Q. Who leads Vivanet?
**Aadarsh Iyer** - Founder & CEO
Leading with a philosophy of connecting with purpose, listening with intent, and building with care.
**Rohit Shedage** - Technology Specialist
Driving thoughtful innovation and seamless tech integration.
**Sunil Datta** - Director - Learning & Development
Championing continuous upskilling and strategic reskilling initiatives.
**Gopalkrishna Holla** - AI Specialist
Helping organizations adopt and embed Generative AI into their operations.
## Contact Information
Q. How can I learn more about Vivanet?
- Website: https://www.vivanet.in
- LinkedIn: https://in.linkedin.com/company/vivanet-india
- Instagram: @vivanet_india
- Location: Pune, India (with growing global footprint)
Q. Who can I contact for career inquiries?
Please reach out through LinkedIn page for career opportunities and additional information.
---
*Join us in transforming businesses through technology. At Vivanet, we don't just build software—we give wings to ideas and create meaningful impact. Be part of a team that's rooted in purpose and evolving through innovation.*
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