Hi, I'm Aaditya 👋

Aaditya Kumar - Engineering elegant solutions to complex problems

Engineering elegant solutions to complex problems
Aadi

About

Hi, I'm Korella Aaditya, specializing in Artificial Intelligence and Machine Learning with a focus on Agentic AI, multi-agent orchestration, and LLM-based systems. I'm passionate about building scalable AI systems that integrate reasoning, orchestration, and dynamic interaction.

Education

V

VNR Vignana Jyothi Institute of Engineering and Technology

2022 - 2026
B.Tech in Computer Science

Work Experience

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VISWAM.AI – Summer of AI 2025 | IIIT Hyderabad (Hybrid)

May 2025 - July 2025
AI Developer Intern
During my internship as an AI Developer Intern at VISWAM.AI – Summer of AI 2025, a prestigious program supported by IIIT Hyderabad, Meta, and Swecha, I worked on building practical AI solutions in a collaborative, open-source environment. I gained hands-on experience in Python, DevOps, and collaborative software development while fine-tuning AI models on locally sourced datasets. My focus was on deploying these models into real-world applications, particularly in agentic AI systems that involved multi-agent orchestration, reasoning, and real-time interaction. This experience strengthened my foundational knowledge in AI and deepened my expertise in developing scalable, intelligent systems for impactful use cases.

Skills

JavaScript
TypeScript
Python
Rust
Next.js
Node.js
MongoDB
Redis
Docker
AWS
Prisma
PostgreSQL
LangChain
Ollama
MCP
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex AI applications. Here are a few of my favorites.

Agentic Deep Researcher

AI-powered research assistant designed to automate and enhance the process of gathering, analyzing, and synthesizing information from the web. By leveraging multi-agent orchestration, integration with external APIs, and a user-friendly web interface.

Streamlit
Python
LangChain
OpenAI
Ollama
MCP
CrewAI
Source

Travel Planner

A powerful AI-powered travel planning application that creates personalized travel itineraries using multiple AI agents.

Python
AutoGen
LangChain
OpenAI
Source

Finance Advisor

The AI Financial Coach is a personalized financial advisor powered by Google's ADK (Agent Development Kit) framework. This app provides comprehensive financial analysis and recommendations based on user inputs including income, expenses, debts, and financial goals.

Python
AutoGen
LangChain
Gemini
Google ADK
Streamlit
Source

Investo

A powerful AI-powered financial research tool that generates comprehensive company reports using multiple specialized AI agents. This application combines web search capabilities, stock analysis, and AI-driven report generation to provide detailed insights about companies.

Python
AutoGen
LangChain
OpenAI
Streamlit
Source

Contently

An intelligent agent that turns your newsletters and blog articles into engaging posts.

Python
LangGraph
LangChain
LangSmith
Gemini
Source

Multilingual Reasoning LLM

Fine-tuned an open-source GPT-OSS model using LoRA/QLoRA on a custom multilingual reasoning dataset to enhance step-by-step logical reasoning across multiple languages. Optimized training with Unsloth for reduced VRAM usage on NVIDIA T4, including explicit GPU memory management for large context handling. Achieved improved reasoning coherence and cross-lingual consistency in inference, enabling the model to tackle complex problem-solving scenarios beyond English.

Python
Transformer
LoRA
Unsloth
Fine-tuning
Source

AI Humanizer

A lightweight app that transforms AI-generated or casual text into polished, academic-style writing. Perfect for students, researchers, and professionals who want their text to sound more natural and formal.

Python
Streamlit
NLP
Transformer
Source
Blogs

I Question Things out of Curiosity

Read my latest articles on Medium.

Milestones

I like building things

Through my projects, I learned a lot.

  • G

    Grop

    A simple grep-like tool written in Rust for searching patterns in files.
    Source
  • B

    Brainly

    Brainly is your personal knowledge management system designed to store, organize, and access your thoughts, ideas, and learning materials. With sleek, intuitive UI components and powerful search and organization features, Brainly is the ultimate digital brain for managing your thoughts.
    Source
  • Z

    ZapPay

    ZapPay is your lightning-fast, secure, and seamless digital payment solution designed for the modern world. Whether you're sending money to friends, paying for groceries, or managing your business transactions — ZapPay makes it instant, effortless, and reliable.
    Source
  • V

    Vibe

    Vibe is a chill, modern chat app that lets users drop into themed rooms and connect in real-time. Whether it’s work, study, or casual hangouts — create your vibe, and chat away.
    Source
  • M

    Machine Learning

    Machine Learning Resources
    Source
  • S

    Student Training & Certification Management Platform

    A comprehensive web application for managing staff training programs and certifications.
    Source
  • R

    Research Assistant

    Research Assistant is a tool designed to help researchers and academics streamline their literature review process. It provides features for document analysis, paper summarization, and research synthesis using advanced AI capabilities.
    Source
Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on twitter or Just Mail to aadityakumar4042@gmail.com and I'll respond whenever I can.

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