Aman Anurag
AI Engineer | Generative AI & LLM Specialist | Node.js/React/Python Developer
- Role
- Ai Engineer at IBM
- Location
- Pune Division, MH, IN
- LinkedIn followers
- 500 followers
About Aman Anurag
Full-Stack & Backend Architect (AI/LLM )Engineer with 10+ years of experience building…
Experience
Ai Engineer
May 2021 — Present · Pune, IN
Developed a RAG-Based AI-Powered QnA Assistant for Knowledge-Based Authentication in a Fraud & Risk Platform.Contextual Similarity Analysis: Engineered a solution for analyzing user responses by generating high-dimensional embeddings and utilizing a vector database to retrieve the top N contextual matches. This approach significantly enhanced the accuracy of matching user inputs against actual data.Efficient Data Management with DynamoDB: Designed and implemented a robust DynamoDB architecture to efficiently store and manage transaction data, ensuring scalability and rapid access in a high-throughput environment.Trained BERT model for sentiment analysis for a customer feedback use case integrated within our chat agent.Real-Time Response Streaming: Developed a real-time streaming mechanism to deliver AI-generated responses incrementally, reducing latency and improving user engagement by providing immediate feedback.Twilio & WhatsApp Business Integration (PoC): Built a small proof-of-concept by connecting Twilio with WhatsApp Business, enabling seamless access to the QnA assistant on WhatsApp and enhancing the platform\'s accessibility and usability.
Education
Technocrats Institute Of Technology
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering
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