Job Title: Junior Data Science Associate Consultant Job Type: Full-time Location: Remote in India Job Summary ZS's Insights & Analytics group partners with clients to design and deliver solutions to help them tackle a broad range of business challenges. Our teams work on multiple projects simultaneously, leveraging advanced data analytics and problem-solving techniques. Our recommendations and solutions are based on rigorous research and analysis underpinned by deep expertise and thought leadership. Key Responsibilities Support the development and testing of analytical and statistical models under senior guidance. Apply hypothesis testing, regression, and simple machine learning methods to solve structured data problems. Clean, transform, and visualize datasets using Python and basic BI tools. Assist in feature engineering, model validation, and documentation of analytical workflows. Collaborate with senior consultants to prepare reports and dashboards for client presentations. Explore and document emerging data sources and technologies relevant to ongoing projects. Required Skills and Qualifications Bachelor’s or Master’s in Computer Science, Statistics, Data Science, or a related quantitative field. 1–2 years of experience in data analytics or applied statistics. Proficiency in Python or R for data processing and visualization. Understanding of machine learning fundamentals, data wrangling, and exploratory analysis. Familiarity with SQL and basic data pipelines. Exposure to cloud environments (AWS or Azure) and Git version control. Strong analytical thinking and eagerness to learn from senior mentors. Preferred Qualifications Experience fine-tuning generative models and integrating classic AI techniques. Prior leadership experience and a record of mentoring junior colleagues. Domain expertise in healthcare, transportation, technology, insurance, or related sectors.

Job Title: Python FastAPI Developer Job Type: Full-Time {Contract} Location: Remote Job Summary: Join our customer's team as a Python FastAPI Developer, where you'll play a vital role in developing seamless backend solutions and interactive UI components for a niche client. This hybrid role offers the unique opportunity to blend robust API development with engaging user interface creation, all within a collaborative, fully remote environment. If you are passionate about writing clean code and communicating complex ideas both verbally and in writing, this position is for you. Key Responsibilities: • Design, develop, and maintain RESTful APIs using Python and FastAPI. • Collaborate closely with cross-functional teams to define, design, and ship new features. • Build and enhance React-based UI components for optimal user experience. • Write clean, scalable, and well-documented code following best practices. • Participate in code reviews, troubleshooting, and performance tuning. • Ensure the security and scalability of API endpoints. • Contribute ideas for process improvement and innovation. Required Skills and Qualifications: • Strong proficiency in Python and FastAPI for backend development. • Solid experience with React for frontend/UI development. • Demonstrated excellence in both written and verbal communication. • Proven track record of delivering production-quality, maintainable code. • Experience working in distributed or remote teams. • Familiarity with version control systems, preferably Git. • Ability to solve complex technical problems in a resourceful and collaborative manner. Preferred Qualifications: • Prior experience working with niche or specialized client requirements. • Exposure to hybrid development roles blending API and UI work. • Experience in delivering projects for high-growth or startup environments.

Job Title: Junior AI Engineer Job Type: Full-time Location: Hybrid (Bangalore, Pune, NCR) or Remote Experience: 1-2 Years of Relevant Experience Job Summary: Join our team as a Junior AI Engineer and help us push the boundaries of Generative AI applications. You’ll collaborate with passionate colleagues to design, build, and scale advanced GenAI systems that power innovative solutions. This is an exciting opportunity for a hands-on engineer eager to grow their skills while building impactful, production-grade AI features. Responsibilities: Contribute to the development of GenAI applications such as answering engines, entity extraction tools, and summarization systems. Assist in building and debugging REST APIs using Python frameworks like FastAPI or Flask. Support RAG (Retrieval-Augmented Generation) pipelines through tasks like data ingestion, embedding creation, and prompt testing. Work with vector databases (e.g., Pinecone, FAISS) for data storage and retrieval. Experiment with prompt templates and LLMs (OpenAI, Mistral, etc.) under guidance from senior engineers. Collaborate with cross-functional teams to integrate GenAI modules into products. Learn cloud deployment basics using AWS or Azure and assist in model or API deployment. Stay curious about LangChain, LangGraph, and emerging AI frameworks. Must-have Skills: Python : Proficient with the language. Able to write, test, and debug code. API Development : Experience with FastAPI, Flask, or equivalent. GenAI Basics : Exposure to LLMs, prompt engineering, and simple RAG use cases. Cloud/DevOps: Familiarity with one major cloud platform (AWS or Azure). Version Control: Git fundamentals and collaborative development. Good-to-have Skills: Familiarity with LangChain or LangGraph. Experience working with embeddings and vector databases. Basic understanding of CI/CD pipelines and containerization (Docker). Curiosity about agents and autonomous AI systems.

Job Title: Junior Data Science Associate Consultant Job Type: Full-time Location: Remote in India Job Summary ZS's Insights & Analytics group partners with clients to design and deliver solutions to help them tackle a broad range of business challenges. Our teams work on multiple projects simultaneously, leveraging advanced data analytics and problem-solving techniques. Our recommendations and solutions are based on rigorous research and analysis underpinned by deep expertise and thought leadership. Key Responsibilities Support the development and testing of analytical and statistical models under senior guidance. Apply hypothesis testing, regression, and simple machine learning methods to solve structured data problems. Clean, transform, and visualize datasets using Python and basic BI tools. Assist in feature engineering, model validation, and documentation of analytical workflows. Collaborate with senior consultants to prepare reports and dashboards for client presentations. Explore and document emerging data sources and technologies relevant to ongoing projects. Required Skills and Qualifications Bachelor’s or Master’s in Computer Science, Statistics, Data Science, or a related quantitative field. 1–2 years of experience in data analytics or applied statistics. Proficiency in Python or R for data processing and visualization. Understanding of machine learning fundamentals, data wrangling, and exploratory analysis. Familiarity with SQL and basic data pipelines. Exposure to cloud environments (AWS or Azure) and Git version control. Strong analytical thinking and eagerness to learn from senior mentors. Preferred Qualifications Experience fine-tuning generative models and integrating classic AI techniques. Prior leadership experience and a record of mentoring junior colleagues. Domain expertise in healthcare, transportation, technology, insurance, or related sectors.

Job Description Job Title: Mid-level AI Engineer Job Type: Full-time Location: Hybrid (Bangalore, Pune, NCR) Experience: 2-4 Years of Relevant Experience Job Summary: Join our team as a Mid-level AI Engineer and help drive the next generation of GenAI-powered applications. You will architect robust solutions, collaborating closely with fellow engineers, product managers, and designers to turn cutting-edge research into real-world impact. If you thrive in a fast-paced, innovation-driven environment and are passionate about clear communication, this is the opportunity for you. Responsibilities: Build GenAI applications such as question-answering systems, content generation tools, and extraction pipelines. Design, implement, and optimize RAG pipelines end-to-end: ingestion, chunking, embedding, prompt templating, evaluation, and deployment. Develop robust APIs using Python frameworks (FastAPI preferred). Work with multiple LLMs (OpenAI, Mistral, Anthropic, etc.) and evaluate model performance for different use cases. Use LangChain, LangGraph, or LangSmith to orchestrate and monitor GenAI workflows. Deploy applications on AWS or Azure and implement CI/CD for continuous improvement. Collaborate with data engineers and product managers to translate technical designs into scalable solutions. Participate in system design discussions, contributing ideas for performance and maintainability. Must-have Skills: Python : Strong experience with the language. Able to design clean, modular, production-grade code. API Development : Proven experience building and maintaining APIs (FastAPI/Flask). GenAI Stack : LangChain, LangGraph, LangSmith; multiple LLM APIs (OpenAI, Mistral, etc.). RAG Lifecycle : Data ingestion, prompt templating (Jinja), evaluation/re-ranking, deployment. Cloud/DevOps : Hands-on with AWS or Azure (deployments, monitoring). Good-to-have Skills: Understanding of distributed systems and scaling strategies. Experience with containerization (Docker) and orchestration (Kubernetes). Familiarity with Guardrails AI or Responsible AI frameworks. Basic UI integration knowledge (React, optional).

Job Title: SpringBoot API Developer Job Type: Full-Time, Hybrid Contract Location: Remote Job Summary: Join our customer's team as a SpringBoot API Developer and play a pivotal role in designing, developing, and maintaining scalable API solutions. This opportunity is ideal for developers who are passionate about clean code and thrive in a dynamic, remote environment. We value strong written and verbal communication, as collaboration and clarity are key to our success. Key Responsibilities: Design, build, and deploy robust RESTful APIs using Spring Boot. Collaborate closely with cross-functional teams to gather requirements and deliver high-quality solutions. Optimize and refactor existing APIs to enhance performance, security, and scalability. Participate in code reviews, providing constructive feedback and upholding best practices. Develop comprehensive documentation and maintain clear communication throughout the project lifecycle. Troubleshoot, debug, and resolve API-related issues to ensure seamless functionality. Contribute innovative ideas to drive continuous improvement in development processes. Required Skills and Qualifications: Bachelor’s degree in Computer Science, Engineering, or equivalent practical experience. 4–6 years of hands-on experience in developing APIs with Spring Boot. Strong proficiency in Java and the Spring ecosystem. Demonstrated expertise in designing and consuming RESTful APIs. Excellent written and verbal communication skills; able to explain technical concepts clearly. Experience working remotely and collaborating within distributed teams. Proficient understanding of API security best practices and integration patterns. Preferred Qualifications: Experience with cloud platforms (AWS, Azure, or GCP) for API hosting and deployment. Knowledge of microservices architecture and containerization (Docker, Kubernetes). Background in Agile or Scrum development environments.

Job Title: Python FastAPI Developer Job Type: Full-Time {Contract} Location: Remote Job Summary: Join our customer's team as a Python FastAPI Developer, where you'll play a vital role in developing seamless backend solutions and interactive UI components for a niche client. This hybrid role offers the unique opportunity to blend robust API development with engaging user interface creation, all within a collaborative, fully remote environment. If you are passionate about writing clean code and communicating complex ideas both verbally and in writing, this position is for you. Key Responsibilities: • Design, develop, and maintain RESTful APIs using Python and FastAPI. • Collaborate closely with cross-functional teams to define, design, and ship new features. • Build and enhance React-based UI components for optimal user experience. • Write clean, scalable, and well-documented code following best practices. • Participate in code reviews, troubleshooting, and performance tuning. • Ensure the security and scalability of API endpoints. • Contribute ideas for process improvement and innovation. Required Skills and Qualifications: • Strong proficiency in Python and FastAPI for backend development. • Solid experience with React for frontend/UI development. • Demonstrated excellence in both written and verbal communication. • Proven track record of delivering production-quality, maintainable code. • Experience working in distributed or remote teams. • Familiarity with version control systems, preferably Git. • Ability to solve complex technical problems in a resourceful and collaborative manner. Preferred Qualifications: • Prior experience working with niche or specialized client requirements. • Exposure to hybrid development roles blending API and UI work. • Experience in delivering projects for high-growth or startup environments.

Role Overview: As a React Developer in the customer's team, you will play a crucial role in constructing robust, cloud-native frontend applications. Your proficiency in React, AWS, and modern JavaScript will be essential in delivering scalable and high-performance solutions. If you thrive on collaborative work and possess clear communication skills, we eagerly await your application. Key Responsibilities: - Designing, developing, and maintaining responsive frontend applications using React.js and associated technologies. - Implementing state management solutions like Redux, Context API, or MobX to ensure seamless user experiences. - Integrating frontend applications with backend services and RESTful APIs. - Deploying, hosting, and optimizing frontend applications using AWS services such as AWS Amplify, S3, CloudFront, Lambda, and API Gateway. - Automating build and deployment processes through AWS CodePipeline, CodeBuild, or other CI/CD tools integrated with AWS. - Monitoring application performance and troubleshooting issues using AWS CloudWatch and other monitoring tools. - Collaborating closely with backend and DevOps teams to design and implement cloud-native frontend solutions. - Ensuring frontend security best practices, including authentication and authorization using AWS Cognito or similar identity management solutions. - Writing comprehensive unit and integration tests to guarantee application reliability and maintainability. Qualifications Required: - Proven experience in developing frontend applications with React.js and JavaScript. - Strong understanding of AWS services relevant to frontend development, such as ECS, ECR, EKS, S3, CodePipeline, CloudFront, Amplify, Lambda, and API Gateway. - Proficiency in Python for scripting or backend integration tasks is preferred. - Experience in building, integrating, and maintaining RESTful APIs. - Solid grasp of state management best practices in React using Redux, Context API, or MobX. - Ability to write clean, maintainable, and well-documented code. - Excellent written and verbal communication skills for effective collaboration and documentation. Desirable qualifications: - Experience with AWS Cognito or other identity management systems for secure authentication and authorization. - Familiarity with automated testing frameworks and continuous integration pipelines. - Proven track record of delivering frontend applications in a hybrid or distributed team environment. Role Overview: As a React Developer in the customer's team, you will play a crucial role in constructing robust, cloud-native frontend applications. Your proficiency in React, AWS, and modern JavaScript will be essential in delivering scalable and high-performance solutions. If you thrive on collaborative work and possess clear communication skills, we eagerly await your application. Key Responsibilities: - Designing, developing, and maintaining responsive frontend applications using React.js and associated technologies. - Implementing state management solutions like Redux, Context API, or MobX to ensure seamless user experiences. - Integrating frontend applications with backend services and RESTful APIs. - Deploying, hosting, and optimizing frontend applications using AWS services such as AWS Amplify, S3, CloudFront, Lambda, and API Gateway. - Automating build and deployment processes through AWS CodePipeline, CodeBuild, or other CI/CD tools integrated with AWS. - Monitoring application performance and troubleshooting issues using AWS CloudWatch and other monitoring tools. - Collaborating closely with backend and DevOps teams to design and implement cloud-native frontend solutions. - Ensuring frontend security best practices, including authentication and authorization using AWS Cognito or similar identity management solutions. - Writing comprehensive unit and integration tests to guarantee application reliability and maintainability. Qualifications Required: - Proven experience in developing frontend applications with React.js and JavaScript. - Strong understanding of AWS services relevant to frontend development, such as ECS, ECR, EKS, S3, CodePipeline, CloudFront, Amplify, Lambda, and API Gateway. - Proficiency in Python for scripting or backend integration tasks is preferred. - Experience in building, integrating, and maintaining RESTful APIs. - Solid grasp of state management best practices in React using Redux, Context API, or MobX. - Ability to write clean, maintainable, and well-documented code. - Excellent written and verbal communication skills for effective collaboration and documentation. Desirable qualifications: - Experience with AWS Cognito or other identity management systems for secure authentication and authorization. - Familiarity with automated testing frameworks and continuous integration pipelines. - Proven track record of delivering frontend applications in a hybrid or distributed team environment.

Job Title: Junior AI Engineer Job Type: Full-time Location: Hybrid (Bangalore, Pune, NCR) or Remote Experience: 1-2 Years of Relevant Experience Job Summary: Join our team as a Junior AI Engineer and help us push the boundaries of Generative AI applications. You’ll collaborate with passionate colleagues to design, build, and scale advanced GenAI systems that power innovative solutions. This is an exciting opportunity for a hands-on engineer eager to grow their skills while building impactful, production-grade AI features. Responsibilities: Contribute to the development of GenAI applications such as answering engines, entity extraction tools, and summarization systems. Assist in building and debugging REST APIs using Python frameworks like FastAPI or Flask. Support RAG (Retrieval-Augmented Generation) pipelines through tasks like data ingestion, embedding creation, and prompt testing. Work with vector databases (e.g., Pinecone, FAISS) for data storage and retrieval. Experiment with prompt templates and LLMs (OpenAI, Mistral, etc.) under guidance from senior engineers. Collaborate with cross-functional teams to integrate GenAI modules into products. Learn cloud deployment basics using AWS or Azure and assist in model or API deployment. Stay curious about LangChain, LangGraph, and emerging AI frameworks. Must-have Skills: Python : Proficient with the language. Able to write, test, and debug code. API Development : Experience with FastAPI, Flask, or equivalent. GenAI Basics : Exposure to LLMs, prompt engineering, and simple RAG use cases. Cloud/DevOps: Familiarity with one major cloud platform (AWS or Azure). Version Control: Git fundamentals and collaborative development. Good-to-have Skills: Familiarity with LangChain or LangGraph. Experience working with embeddings and vector databases. Basic understanding of CI/CD pipelines and containerization (Docker). Curiosity about agents and autonomous AI systems.

Job Title: SpringBoot API Developer Job Type: Full-Time, Hybrid Contract Location: Remote Job Summary: Join our customer's team as a SpringBoot API Developer and play a pivotal role in designing, developing, and maintaining scalable API solutions. This opportunity is ideal for developers who are passionate about clean code and thrive in a dynamic, remote environment. We value strong written and verbal communication, as collaboration and clarity are key to our success. Key Responsibilities: Design, build, and deploy robust RESTful APIs using Spring Boot. Collaborate closely with cross-functional teams to gather requirements and deliver high-quality solutions. Optimize and refactor existing APIs to enhance performance, security, and scalability. Participate in code reviews, providing constructive feedback and upholding best practices. Develop comprehensive documentation and maintain clear communication throughout the project lifecycle. Troubleshoot, debug, and resolve API-related issues to ensure seamless functionality. Contribute innovative ideas to drive continuous improvement in development processes. Required Skills and Qualifications: Bachelor’s degree in Computer Science, Engineering, or equivalent practical experience. 4–6 years of hands-on experience in developing APIs with Spring Boot. Strong proficiency in Java and the Spring ecosystem. Demonstrated expertise in designing and consuming RESTful APIs. Excellent written and verbal communication skills; able to explain technical concepts clearly. Experience working remotely and collaborating within distributed teams. Proficient understanding of API security best practices and integration patterns. Preferred Qualifications: Experience with cloud platforms (AWS, Azure, or GCP) for API hosting and deployment. Knowledge of microservices architecture and containerization (Docker, Kubernetes). Background in Agile or Scrum development environments.

Job Title: Linguistics Experts Job Type: Part-Time (20 Hours per week) Location: India (Preference to New Delhi based candidates) Job Summary: Join our team as a Linguistics Expert and play a pivotal role in shaping how AI understands and represents Indian languages. This is a unique opportunity to impact the future of language technology by evaluating AI outputs for linguistic authenticity, cultural nuance, and natural expression in English and Indian languages. Key Responsibilities: Assess AI-generated text for linguistic fidelity, including code-switching, transliteration, and dialectal usage between English and Indian languages. Evaluate register, tone, and pragmatic appropriateness to ensure responses align with real-life Indian language contexts. Identify unnatural, Westernized, or culturally inappropriate phrasing and provide constructive feedback for improvement. Apply rubric-based criteria to systematically score and annotate language data for quality assurance. Deliver clear, thorough written explanations of evaluation decisions in English. Collaborate remotely with a diverse team to maintain high standards in dataset development. Contribute insights on Indian language dynamics, code-mixing trends, and regional language variations. Required Skills and Qualifications: Bachelor’s degree in Linguistics, Translation, Localization, or related Language Studies. Native or near-native proficiency in Hindi and at least one additional Indian language (e.g., Tamil, Telugu, Bengali, Marathi). 3+ years of experience in translation, localization, language quality assurance, or linguistic research. Demonstrated expertise in code-switching and bilingual evaluation (English plus Indian languages). Acute sensitivity to register, tone, and pragmatic factors in bilingual contexts. Strong analytical skills in text evaluation and linguistic quality control. Exceptional explanatory writing and clear communication in English. Preferred Qualifications: Experience working on AI, NLP, or language dataset annotation projects. Insight into regional dialectal variation or sociolinguistic trends within Indian languages. Proven ability to work independently in a remote, collaborative environment.

Job Title: Social Sciences Expert Job Type: Part-time (20 Hours per week) Location: India (Preference for New Delhi-based candidates) Job Summary: Join our team as a Social Sciences Expert and play a pivotal role in shaping how AI systems understand the rich, nuanced realities of everyday life in India. You will leverage your deep expertise in social sciences to build and evaluate culturally grounded datasets, ensuring that large language models move beyond Western-centric assumptions toward authentic Indian contexts. Key Responsibilities: Design prompts and rubric-based tasks to rigorously test AI systems on their understanding of Indian societal norms, institutions, and everyday interactions. Evaluate AI responses for accuracy, sensitivity, and depth in interpreting India-specific social realities including class, caste, gender, regional differences, and informal networks. Identify and document edge cases and nuanced scenarios often overlooked in standard datasets, providing insight into complex cultural dynamics. Collaborate closely with interdisciplinary teams to build culturally salient evaluation datasets for language models. Produce high-quality analytical reports and written documentation to capture findings and recommendations. Continuously refine evaluation criteria and tasks based on emerging trends and observations from ongoing analyses. Contribute to project design discussions, bringing a critical, context-driven perspective to all stages of dataset development. Required Skills and Qualifications: Bachelor’s degree in Sociology, Anthropology, or related Social Sciences (Master’s preferred). Minimum 3 years’ experience in research, fieldwork, policy, or applied social analysis with India-focused expertise. Proven strength in qualitative analysis and analytical writing in English. Exceptional attention to nuance, ambiguity, and cultural variation within Indian society. Demonstrated ability to consider and analyze real-life edge cases beyond surface-level cultural markers. Highly effective written and verbal communication skills, with a commitment to clear, precise, and impactful documentation. Available to work at least 20 hours per week, with full-time engagement preferred. Preferred Qualifications: Master’s degree or higher in a relevant social science discipline. Direct experience working on India-based cultural, behavioral, or institutional analysis projects. Experience collaborating on interdisciplinary or AI-focused initiatives.

Job Title: Public Policy & Economics Expert Job Type: Part-time (20 Hours per week) Location: India (Preference to New Delhi based candidates) Job Summary: Join our team as a Public Policy & Economics Expert and play a pivotal role in shaping the next generation of AI systems. This part-time, remote position offers a unique opportunity to apply your deep understanding of Indian governance, public service delivery, and policy analysis to evaluate how AI interprets and reasons about the intricate dynamics of Indian society. Your expertise will directly influence the development of technology that understands and supports better policy outcomes in India. Key Responsibilities: Evaluate AI systems’ ability to reason about Indian public institutions, policies, and governance structures. Design and apply analytical rubrics to assess AI responses on topics such as welfare, healthcare, education, and regulation. Collaborate with a multidisciplinary team to develop realistic policy scenarios and test cases. Conduct in-depth reviews of AI-generated outputs related to government programs and regulatory frameworks in India. Provide nuanced feedback and policy insights to inform AI system improvements. Document findings with clarity, highlighting gaps and opportunities in AI’s understanding of Indian contexts. Communicate complex policy trade-offs and institutional functions both verbally and in writing. Required Skills and Qualifications: Bachelor’s degree in Public Policy, Economics, Governance, or Development Studies. Minimum 3 years’ experience in policy research, government programs, NGOs, or think tanks. Demonstrated expertise in Indian public systems and service delivery mechanisms. Strong applied policy reasoning skills, specifically within the Indian context. Exceptional analytical skills and experience with evaluation rubrics or frameworks. Outstanding written and verbal communication abilities. Availability for at least 20 hours per week in a remote setting. Preferred Qualifications: Advanced degree in a related field (Master’s or higher). Experience evaluating or implementing technology solutions in public sector contexts. Track record of publishing policy analysis or recommendations in reputable forums.

Job Title: Religion, Arts & Literature Expert Job Type: Part-time (20 Hours per week) Location: India (Preference for New Delhi based candidates) Job Summary: Join our team as a Religion, Arts & Literature Expert and play a pivotal role in an innovative project designed to evaluate and enhance AI understanding of Indian traditions, belief systems, and cultural expressions. You will ensure nuanced representation of India's vibrant artistic and religious life, providing context-rich analysis that goes beyond stereotypes and generic narratives. Key Responsibilities: Design and curate tasks that probe AI models’ abilities to interpret Indian religious practices, festivals, literature, and art. Evaluate AI-generated content for contextual accuracy, cultural sensitivity, and depth. Collaborate with project leads to refine evaluation methodologies and dataset criteria. Conduct critical analysis and provide rich, descriptive feedback to improve AI outputs. Research and document case studies illustrating cultural and artistic nuances in Indian contexts. Draft clear, concise, and engaging analytical reports for both internal and external stakeholders. Champion authentic representation of Indian traditions, ensuring inclusivity and respect for cultural diversity. Required Skills and Qualifications: Bachelor’s degree in Religious Studies, Cultural Studies, Literature, Fine Arts, or a related discipline. Demonstrated expertise in Indian or South Asian traditions, literature, and artistic forms. Experience in research, writing, curation, teaching, or editorial roles focused on culture or the arts. Advanced skills in critical reading, contextual interpretation, and analytical evaluation. Exceptional written and verbal communication skills, with a keen attention to tone and nuance. Proven ability to articulate complex cultural concepts for varied audiences. Availability for 20+ hours per week. Preferred Qualifications: Graduate degree or specialized training in relevant fields. Previous experience contributing to AI, data annotation, or cultural content projects. Published work or academic research on Indian traditions, religious practices, or the arts. About the Project: This pioneering initiative seeks to build a robust dataset for testing and advancing AI systems’ capacity to authentically and accurately reflect the depth of Indian cultural, religious, and artistic life. As a valued member of the customer's team, your insights will directly shape the future of culturally competent technology.