Full-Stack Foundation: 7+ years of end-to-end development expertise spanning backend services, APIs, and modern frontend frameworks to build scalable, robust applications.
AI & Generative Expertise: Hands-on experience implementing Large Language Models (LLMs), Natural Language Understanding (NLU), and Conversational AI Language Models (CALM) for production workflows.
Advanced Prompt Engineering: Proficiency in designing, tuning, and evaluating prompt strategies to optimize model accuracy, reduce hallucination, and enforce structured outputs.
Data Extraction & Summarization: Proven ability to engineer reliable pipelines for extracting unstructured data and running multi-document summarization at scale.
RAG Architecture: Robust background in building Retrieval-Augmented Generation systems using semantic search to ground model responses in real-time knowledge bases.
Vector DB Integration: Practical mastery of vector database platforms (such as Pinecone,



Qdrant, Chroma, or Milvus) for productive embedding indexing and high-throughput retrieval.
Document Database Management: Advanced skills with MongoDB for handling JSON-centric flexible schemas, aggregations, and high-performance querying in AI workflows.
AI-Driven Analytics: Capability to implement analytical engines and tracking mechanisms to evaluate LLM output quality, usage patterns, and pipeline latency.
Articulation & Communication: Excellent ability to convey complex technical concepts clearly to both technical teams and non-technical business stakeholders.
Aptitude & Adaptability: A sharp analytical mindset with a proven track record of rapidly mastering emerging AI frameworks and adapting to rapid-evolving tech stacks.

📌 Full Stack Ai Engineer Mumbai
🏢 TRIGENT SOFTWARE PRIVATE
📍 Mumbai