Madhan P 🧠
Madhan P

SE @FIS | AI/ML | Generative AI

FIS Global

About Me

Hello! I’m Madhan Mohan Reddy P, a tech enthusiast specializing in AI/ML with 2.8+ years in software development. Currently pursuing a Postgraduate Diploma in Machine Learning and Artificial Intelligence from IIIT Bangalore, I’m passionate about Data Science. I excel in building strong application logic and using AI/ML technologies like Deep Learning, NLP, Generative AI, and LLMs for innovative solutions. My skills include Numpy, Pandas, Matplotlib for data analysis, and Java, Python, SQL programming languages with frameworks like TensorFlow and Scikit-Learn. Projects include Gesture Recognition using Deep Learning, House Price Prediction with Linear Regression, and a Chat with PDF app using RAG for efficient document interaction. Explore my GitHub for more AI/ML projects and Huggingface for fine-tuned LLMs. Eager to apply my skills in Data Science to drive innovation and solve real-world challenges. Check out my chat bot AIO Application : AIO-GPT

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Interests
  • Artificial Intelligence
  • Machine learning
  • Data Science
  • Generative AI
Education

  • PG Diploma in Machine Learning and Artificial Intelligence

    International Institute of Information Technology, Bangalore

  • Bachelor of Technology in Computer Science and Engineering (CSE)

    Sir CV Raman Institute of Technology and Science, Tadipatri, Andhra Pradesh

  • Diploma in Computer Engineering (CME)

    Government Polytechnic College, Proddatur, Andhra Pradesh

Projects

I am highly interested in AI, machine learning, and generative AI projects. I developed a “Chat with PDF” application that uses advanced AI models to interact with PDF documents, making document search and retrieval efficient and user-friendly. My AI/ML projects on GitHub and fine-tuned models on Hugging Face showcase my practical skills and dedication. These projects have greatly enhanced my knowledge and passion for innovation in this exciting field.

Gemini RAG Application
AIO GPT
BoomBikes Sales Prediction
Skills
Python
Java
SQL
Data Cleaning
Data Analysis
Pandas
Numpy
Matplotlib
Deep Learning
Generative AI
NLP & LLMs
Regression Models
LangChain
Transformers
Scikit-Learn

Experience

  1. Software Engineer

    Fidelity Information Services

    Responsibilities include:

    • Develops Java enhancements and bug fixes for banking clients in North America, taking ownership of tasks and coordinating with BA and QA teams to resolve defects.
    • Fixed bugs in core banking projects, including US TAX forms and retirement plans.
    • Utilized generative AI techniques, including LLM models, to create innovative prototypes and solutions in the Innovation event.

  2. IT Trainee

    Fidelity Information Services

    Responsibilities include:

    • Added functionality to existing banking applications and fixed bugs reported by JIRA tickets.
    • Worked on enhancements as per US regulatory requirements and client-reported issues.
    • Gained experience in Jira, Bitbucket, and Git.

Education

  1. PG Diploma in Machine Learning and Artificial Intelligence

    International Institute of Information Technology, Bangalore
    The PG Diploma in Machine Learning and Artificial Intelligence at IIIT-Bangalore offers a rigorous curriculum covering algorithms, deep learning, and NLP. With a focus on practical applications and industry relevance, students gain hands-on experience through projects and a capstone. Faculty expertise and career support enhance readiness for roles in data science and AI.

  2. Bachelor of Technology in Computer Science and Engineering (CSE)

    Sir CV Raman Institute of Technology and Science, Tadipatri, Andhra Pradesh

  3. Diploma in Computer Engineering (CME)

    Government Polytechnic College, Proddatur, Andhra Pradesh
Awards
FIS INNOVATE48
FIS Global ∙ November 2023
Awarded by FIS management for reaching the finals in the INNOVATE48 event and recognized for outstanding contributions to automation.