Mohammad Irshad
Unapologetically Curious | Generalist in a World of Experts
- Role
- Engineering Lead at Persistent Systems
- Location
- Pune District, MH, IN
- LinkedIn followers
- 500 followers
About Mohammad Irshad
passionate to learn.
Experience
Engineering Lead
Jun 2024 — Present · Pune, IN
I am currently working on building cutting-edge Retrieval-Augmented Generation (RAG) pipelines to power an advanced generative AI chatbot that provides accurate, context-aware answers to product-related queries. My responsibilities include: • Data extraction: Parsing structured and unstructured data from PDFs and webpages. • Data management: Storing and indexing data in a vector database, PostgreSQL, AWS Elastic Cache, and Aurora DB. • NLP and AI integration: Utilizing OpenAI models for natural language understanding and response generation. • Sentiment analysis: Analyzing user data to enhance chatbot insights. • Evaluation and optimization: Performing RAG evaluation to refine accuracy and effectiveness. • Backend development: Designing and managing the chatbot architecture with Flask MVC. • Pipeline orchestration: Automating workflows with Airflow for scalability and reliability. • Infrastructure: Securing traffic routing and scalability using AWS Ingress.This role allows me to combine NLP, cloud technologies, and system design to create innovative AI solutions that deliver real-world impact.
Education
Chapra Central School Chapra
Matriculation
Gyan Ganga Institute of Technology Sciences
Bachelor of Engineering - BE
2015 — 2019
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.