SRSoumya Reddy
@soumyareddy
AI/ML Engineer with expertise in NLP and scalable solutions.
United StatesWhat I'm looking for
I am an AI/ML Engineer with around three years of experience specializing in Natural Language Processing (NLP), Machine Learning, and MLOps. My journey has been marked by a passion for developing innovative solutions, including LLM-powered chatbots that leverage Retrieval-Augmented Generation (RAG) and hybrid search techniques. I have a strong foundation in building scalable AI systems that provide real-time responses, ensuring efficiency and user satisfaction.
At Cognier Inc, I developed a scalable chatbot framework using LangChain and GPT-4, integrating multimodal models to enhance user interactions. My work has led to significant improvements in search accuracy and response generation, showcasing my ability to implement complex AI solutions. Previously, at Infosys Ltd, I successfully deployed recommendation systems that increased engagement and conversion rates, demonstrating my capability to drive business results through data-driven insights.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
CognierInc
Feb 2024 - Present (1 year 5 months)
Developed a scalable chatbot framework using LangChain, Python, GPT-4, RAG & Crew AI, integrating hybrid search in Qdrant and LlamaIndex for high-precision document retrieval and real-time response generation. Designed and implemented a multi-agent system using LangGraph, enabling dynamic task orchestration with agents specialized in intent recognition, document retrieval, and response synthesis,
Data Scientist
Infosys Ltd
May 2021 - Present (4 years 2 months)
Developed and deployed cutting-edge recommendation systems on a large-scale e-commerce platform, utilizing collaborative filtering, deep neural networks, and hybrid filtering techniques with TensorFlow and PyTorch, achieving a 20% increase in engagement and a 25% boost in conversion rates. Automated ML model deployment through Flask APIs and RESTful services, utilizing Docker, Kubernetes, and Jenk
Education
Degrees, certifications, and relevant coursework
SPState University of New York at New Paltz
Masters in Computer and Information Science, Computer and Information Science
2022 - 2023
Completed a Master's degree focusing on advanced topics in computer and information science. Gained expertise in various areas including AI/ML, data structures, and algorithms.
Availability
Location
United StatesAuthorized to work in
Job categories
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