Hi, I'm Sai Kiran Tungana

Aspiring Machine Learning & Generative AI Engineer with a software development mindset, passionate about building scalable and intelligent AI solutions.

About Me

I am a B.Tech student specializing in Artificial Intelligence and Machine Learning at Vishnu Institute of Technology, passionate about building data-driven solutions. I enjoy applying logical reasoning and creativity to design intelligent machine learning models.

Skills & Expertise

Programming languages

Python, C++

Machine learning frameworks

Scikit-learn, LangChain, Hugging face, NLTK, tensorflow, Llamaindex, Crewai, Autogen, Ollama

Machine learning technologies

Machine learning, Deep learning, Natural Language Processing, Generative AI, Computer Vision & MLOps

Databases

MySQL, MongoDB, Pinecone, VectorDB, FAISS

Web Technologies

HTML5, CSS3, JavaScript, Flask, Streamlit, Bootstrap

Development Tools

Git, Docker, VS Code, DVC, Jupyter Notebook, Amazon Bedrock, Amazon SageMaker, n8n

Experience

Machine Learning Intern

Smart Bridge | 6 Months

Oct 2025 - Mar 2026

Developed a machine learning-powered web application to classify flood risk levels based on rainfall and weather patterns. Implemented a Logistic Regression model optimized for small datasets (115 records) to ensure generalization and avoid overfitting. Built an interactive Flask-based interface for real-time risk prediction (Low, Mid, High). Utilized Python, pandas, NumPy, and scikit-learn for data processing and modeling.Rising Waters – Flood Risk Classifier Developed a machine learning-power

Generative AI with IBM Cloud

IBM Cloud | 2 Months

May - July 2025

Designed and built CitizenAI, an AI-powered web platform with a smart conversational assistant using IBM Granite / Gemini for contextual responses. Integrated sentiment analysis and feedback persistence with MongoDB, and developed a dynamic dashboard for real-time data visualization.

Machine learning Intern

EISystem Solutions | 1 Month

Mar - Apr 2024

Developed and fine-tuned machine learning models to predict laptop prices, resulting in higher model accuracy and reliability. Performed data analysis on laptop specifications, market trends, and historical pricing to support effective model training and validation.

Featured Projects

Here are some of my recent projects that showcase my skills in full-stack development, Machine Learning and Generative AI field and other technologies.

Multi Agent System

Multi Agent Research System

The Multi-Agent PDF Intelligence System is a sophisticated document analysis platform that leverages cutting-edge AI technologies to transform complex research papers into actionable insights. By employing a multi-agent architecture, the system orchestrates specialized AI agents to handle different aspects of document processing, from ingestion to final report generation.

Streamlit Python Sentence Transformers FAISS Vector Store PyPDF2 LangChain Gemini API Docker CI CD pipelines
Chat Assistant using Ollama

Chat Assistant using Ollama

A Retrieval-Augmented Generation (RAG) chatbot that allows users to upload PDF documents and interactively ask questions about their content. Built with a modular architecture using LangChain, Pinecone, Ollama (LLaMA), and Streamlit.

Python Streamlit PyPDF2 Ollama Pinecone LangChain Hugging face Transformers
CitizenAI

Citizen AI

CitizenAI is an intelligent platform that transforms civic engagement through AI-powered assistance. Built for citizens, by developers who care about public service accessibility. Think of CitizenAI as a digital assistant for public service—just like a chatbot or an AI helpdesk, but specifically designed for government-related tasks, Real-time insights with sentiment analysis and feedback analytics.

Python Streamlit MongoDB CICD Github Actions Google Gemini API Groq API Fallback Tailwind CSS Docker Gunicorn
Cartoon Caption Image

FactZude

An AI-powered fact-checking web app that verifies any claim in real-time by searching the web, analysing evidence with a large language model, and returning a clear verdict with a confidence score and sources. Real-time web search via Tavily API to gather up-to-date evidence AI-powered reasoning using LLaMA 3.3 70B (via Groq) to analyse evidence Structured verdicts — True, False, or Uncertain with a 0–100% confidence score

Html,CSS Fast API LangChain Gemini API, Groq API Python Tavily Search API
Resume Analyser

Resume Analyser

Resume Analyzer is an AI-powered web application that helps users analyze their resumes, identify skill gaps, and receive actionable suggestions to improve their chances in the job market. Upload your PDF resume, select a target job role, and get instant feedback on your skills, missing competencies, and recommended learning resources.

Html Bootstrap numpy & pandas python Flask Pdfplumber Gunicorn
Youtube Sentimental Analyser

Youtube Sentimental Analyser

Analyze the sentiment of YouTube video comments using state-of-the-art NLP models. This interactive web app fetches comments from any public YouTube video and provides a detailed sentiment breakdown (positive, negative, neutral) using Hugging Face Transformers.

Streamlit Transformers Python Torch Google API Python Client

Achievements & Certifications

Recognitions and certifications that demonstrate my commitment to continuous learning and professional growth.

Competitions & Hackathons

Secured 1st place in PIVOT Hackathon, and gained hands-on experience by actively participating in GDSC Hackathon and Agentic AI Hackathon conducted by Ulster University, UK, demonstrates strong problem-solving skills.

Machine Learning & GenAI Certifications

Certified in Machine Learning, Data Science, and Generative AI, with hands-on experience in Python, SQL, scikit-learn, model development, sentiment analysis, and local LLM application deployment, earned through NPTEL, Coursera, IBM, and Udemy.

Data Structures & Algorithmic Thinking

Solved 200+ LeetCode problems, demonstrating strong proficiency in data structures, algorithms, logical reasoning, and problem-solving, primarily using Python.

Get In Touch

I'm always interested in new opportunities and collaborations. Let's discuss how we can work together!

Let's Connect

Feel free to reach out through any of these channels. I'll get back to you as soon as possible!