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Mohammad Taqui Siddiqui

Experienced Backend Developer with 3+ years in Java, Spring, Python, LLM's and GenAI. Expert in semantic search, centralizing loyalty programs, and optimizing logistics. Skilled in AI models for innovative solutions and enhanced user experiences.
Hyderabad, Telangana, India
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Skills

•Programming Languages: Java 8, Python, BASH, JavaScript
•AI/ML Techniques: Fine-tuning LLMs, DSPy, Vector Embedding, Machine Learning, NLP, RAG Implementations, Prompt Engineering, Supervised & Unsupervised Algorithms
•Generative AI Technologies: OpenAI, Gemini, Stable Diffusion, Hugging Face, Mistral, Dataiku
•Database Management: Pinecone, Milvus, PgVector, MySQL, MongoDB, DynamoDB
•Frameworks: Spring, Spring Boot, Spring WebFlux, FastAPI, LangChain, React, Spring MVC, Oracle Database
•Familiar With: Design Patterns, Kafka, AWS EC2, AWS S3, AWS CloudWatch, AWS API Gateway, Microservices, REST API

About

• Designed and developed a semantic search feature for a real estate website using RAG, LLM fine-tuning, and prompt engineering,
achieving search result relevance by 95%.
• Leveraged Pinecone for vector similarity search, Azure OpenAI for semantic understanding, and Dataiku for content indexing and VectorDB management.
• Developed and fine-tuned LLM models.
• Created an organization’s chatbot using LLM hosted on AWS EC2 and integrated with MS Teams using PowerAutomate.
• Implemented a centralized system for managing WSI credit card loyalty points and enhanced eCommerce features.
• Developed APIs, improved the codebase, and integrated with third-party vendors for better data processing.