Rishitha Reddy

About

B.E. Information Technology student at CBIT Hyderabad with hands-on experience in AI/ML, Generative AI, and full-stack development. Built projects and training-based work in RAG systems, chatbot applications, and machine learning pipelines using Python, LangChain, FastAPI, SQL, and modern web tools.

Experience

• Applied Machine Learning Trainee
  Future Interns
  Sep 2025 – Oct 2025
• Python Programming Trainee
  Codsoft
  Aug 2024 – Sep 2024

Education

• B.E. in Information Technology
  Chaitanya Bharathi Institute of Technology (CBIT)
  Information Technology · 2023 – 2027

Skills

• SQL <3 months
• FastAPI <3 months
• Python <3 months
• Prompt Engineering <3 months
• Java <3 months
• JavaScript <3 months
• Node.js <3 months
• Pandas <3 months
• scikit-learn <3 months
• React <3 months
• LangChain <3 months
• ETL <3 months
• API Integration Understanding <3 months
• RAG <3 months
• Vector Search <3 months
• Vector Databases <3 months
• LLMs <3 months
• Express <3 months
• Generative AI (ChatGPT, Copilot, Gemini) <3 months

Tools / apps / platforms

• Docker <3 months
• Git <3 months
• GitHub <3 months
• MongoDB <3 months

Projects

• Pluto – AI Career Intelligence Platform
  React.js, Node.js, SQL, LLMs

  AI-assisted recommendation engine using LLMs and SQL queries to parse skill taxonomies and generate personalized learning roadmaps; implemented multi-step reasoning workflows for career pathway generation and skill gap assessments.

• Talk to Your Data – Generative AI Chatbot
  Python, LangChain, Pinecone, OpenAI API

  End-to-end Generative AI document intelligence system leveraging RAG and vector search across semi-structured data; integrated Pinecone and prompt engineering chains for fast context retrieval and response validation.

• TradeMind AI – Autonomous Market Intelligence Engine
  Python, FastAPI, LangChain, Llama 3.1, SQL

  AI data pipeline to ingest, transform, and analyze unstructured market news; includes an advanced RAG system for contextual analysis and market sentiment summaries.

Courses & certifications

• Oracle OCI 2025 AI Foundations Associate · Oracle · 2025
• Machine Learning & AI Fundamentals · IBM / Google
• Generative AI & Prompt Engineering · IBM
• Associate Developer · MongoDB
• Salesforce Certified Agentforce Specialist · Salesforce

🏆 Achievements & awards

• JPMorgan Chase & Co. Code for Good 2025 · 2025

  Selected as a participant for the high-impact engineering hackathon.

• Smart India Hackathon (SIH 2024 & 2025) · 2025

  Competed in national AI hackathons solving data and automation problems.

• SpinSci AI Hackathon

  Competed in an AI hackathon solving data and automation problems.