Aditya Gupta

About Aditya Gupta

Experienced Data Scientist and Generative AI Specialist with over 12 years of expertise in machine learning, natural language processing, data analysis, feature engineering, visualization, deep learning algorithms, and generative AI using large language models (LLMs). Skilled in RAG (Retrieval-Augmented Generation) and Agent AI workflows (LangGraph, LangChain, CrewAI). Proven ability to develop and deploy advanced AI systems, driving innovation through strategic and data-driven approaches.Proficient in Python with hands-on experience in generative AI models and a deep understanding of advanced deep learning techniques. Strong expertise in Langchain, LangGraph, Groq, OpenAI, prompt engineering, Ollama and model evaluation & optimization, including fine-tuning hyperparameters, evaluating LLM zero-shot and few-shot capabilities, and enhancing task generalization and model interpretability for robust web app integration. Hands on experience with Agent AI workflows including LangGraph and LangChain. Familiar with Azure and AWS. Adept at collaborating with machine learning and integration engineers to maximize LLM performance, delivering high-quality, contextually appropriate responses in user-centric web applications. Solid foundation in software engineering principles, data structures, algorithms, and both relational (RDBMS) and NoSQL databases, including vector databases and embeddings.Skilled in working with leading AI/ML frameworks and libraries, including Hugging Face, TensorFlow, Keras, PyTorch, and Spark, Image to text using OCR and OpenCV. Experienced in data modeling, performance tuning, reinforcement learning from human feedback (RLHF), and optimizing ML/NLP models. Proficient in building APIs for backend operations and creating interactive front-end tools using Gradio UI and Streamlit.Passionate about leveraging cutting-edge AI/ML technologies, with a particular focus on LLMs and their transformative applications in various domains along with dockerization.

Experience

1. Lead Data Scientist

   Wipro

   Oct 2022 — Present · Bengaluru, IN

Education

• Heritage Institute of Technology

  Bachelor of Technology (B.Tech.), Electronics and Communication Engineering

  2009 — 2013

Skills

• Big Data Analytics
• Pl/1
• Javascript
• Pl/I
• Cics
• Hdfs
• Ibm Db2
• Mapreduce
• Java
• Scala
• Sql
• Apache Zookeeper
• English
• Job Control Language (Jcl)
• Apache Storm
• Hbase
• Vsam
• Big Data
• Apache Kafka
• Apache Spark
• C++
• Business Analysis
• Hive
• Oozie
• Programming
• Microsoft Excel
• Sql Db2
• Apache Pig
• Flume
• Cobol