Inorbvict Healthcare

Inorbvict healthcare India Pvt Ltd is looking for Business Inteligence to join our dynamic team and embark on a rewarding career journey. Data Collection and Integration: Gather data from various sources within the organization and external sources. Integrate data from different systems to create a unified and comprehensive dataset. Data Analysis: Analyze large sets of data to identify trends, patterns, and insights. Utilize statistical and analytical tools to interpret data and generate meaningful reports. Reporting and Visualization: Develop and design reports and dashboards to communicate data-driven insights. Use BI tools (e.g., Tableau, Power BI) to create visually appealing and easily understandable presentations of data. Business Performance Monitoring: Monitor key performance indicators (KPIs) and provide regular updates to stakeholders. Identify areas of improvement and suggest strategies for enhancing business performance. Predictive Analysis: Utilize predictive modeling and forecasting techniques to anticipate future trends and business outcomes. Database Management: Manage and maintain databases, ensuring data accuracy, integrity, and security. Collaboration: Collaborate with cross-functional teams, including IT, finance, marketing, and operations, to understand their data needs and provide relevant insights. Continuous Learning: Stay informed about industry trends, emerging technologies, and best practices in business intelligence.

Key Responsibilities: Design, develop, and maintain web applications using PHP (Laravel Framework) . Translate company problem statements into technical solutions with efficient code and clean architecture. Work on end-to-end software lifecycle : requirement analysis, database schema design, coding, testing, and deployment. Build RESTful APIs & integrations with third-party platforms (Zoho, SAP, CRM, etc.). Collaborate with cross-functional teams (Sales, Procurement, IT, Analytics) to deliver impactful software modules. Optimize applications for speed, scalability, and security . Write clean, reusable, and well-documented code following industry best practices. Participate in code reviews, knowledge sharing, and contribute to building a strong dev culture. Good to Have: Strong expertise in PHP & Laravel Framework (Blade templating, Eloquent ORM, Middleware, Queues, etc.). Proficiency in MySQL / PostgreSQL (schema design, optimization, stored procedures). Experience with HTML5, CSS3, JavaScript, jQuery, Bootstrap, Vue.js/React (basic front-end). Hands-on with REST APIs, JSON, third-party integrations . Understanding of OOP, MVC architecture, and Design Patterns . Familiarity with Git / GitHub , CI/CD pipelines, and version control. Knowledge of security best practices, authentication/authorization (JWT, OAuth) . Problem-solving mindset with strong debugging and analytical skills. ndidate profile

Key Responsibilities: • Architect, develop, and scale advanced Conversational AI Systems powered by LLMs , RAG , and Agentic AI workflows • Implement Retrieval-Augmented Generation (RAG) pipelines using tools like LangChain , LangGraph , LlamaIndex , and custom retrieval stacks • Engineer agentic behaviors with tools like AutoGen , CrewAI , LangGraph , or custom frameworks for multi-step reasoning and tool usage • Apply prompt engineering , fine-tuning , and LoRA/QLoRA techniques to customize LLMs (e.g., OpenAI GPT-4/5, Mistral, Claude, LLaMA) • Design pipelines to minimize hallucination and toxic output , ensuring factual accuracy, safety, and alignment • Integrate structured (e.g., MongoDB , PostgreSQL ) and unstructured knowledge bases into the chatbot memory & retrieval mechanisms • Build and manage RAG-ready data pipelines (chunking, embedding, vector stores) using FAISS , Weaviate , Pinecone , Milvus , or Chroma • Optimize chatbot performance and latency using techniques like quantization , ONNX runtime , vLLM , or DeepSpeed • Develop secure, robust APIs and backend services using FastAPI , Flask , Node.js , or Go • Collaborate with AI researchers and product teams to turn prototypes into production-ready systems • Conduct continuous evaluation using BLEU , ROUGE , BERTScore , truthfulness metrics , and user feedback loops Required Skills & Technologies LLMs & Gen AI • OpenAI (GPT-4/5 APIs, Assistants API, Function Calling) • Hugging Face Transformers, Diffusers • Mistral, Claude, Mixtral, LLaMA, Falcon, Gemma, Phi-2 Agentic AI Frameworks • LangGraph, AutoGen, CrewAI, MetaGPT, BabyAGI • Custom agent orchestration with tools & memory • Event-driven or graph-based agent workflows RAG & Retrieval Systems • LangChain, LlamaIndex, Haystack • Pinecone, Weaviate, FAISS, Chroma, Milvus • Document chunking, embedding, and indexing strategies Data & Memory • MongoDB, PostgreSQL, Redis, Vector DBs • JSON-based memory stores, hybrid search systems • Session memory, short/long-term memory optimization Fine-Tuning & Optimization • PEFT, LoRA, QLoRA, SFT, RLHF • vLLM, DeepSpeed, Hugging Face PEFT • Triton, ONNX, TensorRT (optional but a plus) Tools & Engineering • Python (primary), TypeScript/Node.js, Go (bonus) • FastAPI, LangServe, Docker, Kubernetes • Git, CI/CD, MLflow, Weights & Biases, Ray, DVC Evaluation & Testing • Prompt injection handling, adversarial testing • Human-in-the-loop (HITL) evaluation workflows • Logging, tracing (OpenTelemetry, LangSmith)

Responsibilities for the role: 1. Procurement & Sourcing Develop and implement purchasing strategies aligned with company goals. Source, evaluate, and select reliable suppliers/vendors. Negotiate contracts, terms, and pricing to ensure cost efficiency. 2. Purchase Planning & Cost Control Monitor stock levels and place orders as required. Manage budgets and reduce procurement costs without Analyze purchasing data and prepare reports on spending, savings, and vendor performance. 3. Vendor & Supplier Management Build and maintain strong vendor relationships. Evaluate suppliers on quality, cost, delivery, and reliability. Resolve supplier issues such as delays, quality disputes, or non-compliance. 4. Coordination & Collaboration Ensure timely delivery of materials to avoid production delays. Support cross-functional teams in achieving operational efficiency 5. Compliance & Documentation • Maintain accurate records of purchases, contracts, and inventory. Oversee import/export documentation (if applicable). Monitor risks in the supply chain and develop contingency plans.Role & responsibilities Preferred candidate profile

Role & responsibilities Identify and develop new business opportunities in international healthcare markets. Build and manage relationships with distributors, agents, and institutional buyers worldwide. Negotiate and close export deals for medical equipment and healthcare products. Participate in global trade fairs, exhibitions, and networking events. Client Relationship Management Conduct regular virtual/in-person meetings and product presentations for international customers. Stay updated with international trade regulations, tariffs, and quality standards. Conduct market research to identify new regions, customer needs, and competitor activities. Mentor and guide junior sales executives/interns for international sales. Prepare accurate sales forecasts, MIS reports, and performance dashboards. Prepare monthly sales reports and forecasts for senior managemen. Preferred candidate profile

Plan, manage, and execute procurement activities , including sourcing, negotiation, and purchasing of goods and services. Ensure smooth inward and outward logistics processes, including shipment coordination, receiving, and dispatch. Oversee inventory management , ensuring accurate stock levels and reducing excess or shortage. Maintain and enhance vendor and supplier management , including performance evaluation and relationship development. Operate and supervise machines/equipment involved in supply chain processes (if applicable). Update and maintain stock records in inventory management systems or ERP software. Collaborate with internal teams (Sales, Operations, Finance) to align supply with demand. Track supply chain performance and suggest improvements to reduce costs and delays. Ensure compliance with company policies and external regulations. Guide and support junior staff or interns as needed. Role & responsibilities Preferred candidate profile

Role & responsibilities Plan, manage, and execute procurement activities , including sourcing, negotiation, and purchasing of goods and services. Ensure smooth inward and outward logistics processes, including shipment coordination, receiving, and dispatch. Oversee inventory management , ensuring accurate stock levels and reducing excess or shortage. Maintain and enhance vendor and supplier management , including performance evaluation and relationship development. Operate and supervise machines/equipment involved in supply chain processes (if applicable). Update and maintain stock records in inventory management systems or ERP software. Collaborate with internal teams (Sales, Operations, Finance) to align supply with demand. Track supply chain performance and suggest improvements to reduce costs and delays. Ensure compliance with company policies and external regulations. Guide and support junior staff or interns as needed. Preferred candidate profile Bachelors degree in Supply Chain Management, Logistics, Business Administration, or related field. Minimum internship experience or freshers are welcome. Previous exposure to healthcare, pharmaceuticals, or medical devices is a plus but not mandatory.