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Manish Bhatta kapadi
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Hi! I'm Manish.

My current journey revolves around data science and AI while my curiosity increasingly pulls me toward cloud architecture, software engineering and intelligent systems.

I am driven by continuous learning, constantly expanding my knowledge and honing my skills.

Education My academic background and qualifications

Master's Thesis – AI-based Histopathology Analysis

Hannover Medical School (MHH)

June 2025 – December 2025 | Hannover, Germany

Development of graph-based models for Whole-Slide-Image classification. Multimodal data fusion: histopathology and clinical patient data. Implementation of survival prediction based on hypergraph networks.

Graph Neural Networks Histopathology Analysis Multimodal AI MoE-Autoencoder Cancer Classification Survival Prediction Python

Master of Science in Computer Science

Leibniz Universität Hannover

October 2023 – Jan 2026 | Hannover, Germany

Specialization in data science field.

Data Science Machine Learning Artificial Intelligence Deep learning Reinforcement Learning Computer Vision Evolutionary Algorithms LLMs SparQL Docker

Bachelor of Science in Computer Science

Leibniz Universität Hannover

October 2017 – August 2023 | Hannover, Germany

Comprehensive studies in computer science covering software development, algorithms, data structures, databases, networking, operating systems and other core topics.

Software Development Algorithms Data Structures C Java C++

University Entrance Qualification (T-Course)

Niedersächsisches Studienkolleg Hannover

April 2016 – February 2017 | Hannover, Germany

Compulsory preparatory course for technical studies at german universities.

Skills & Technologies

Data Science

Deep Learning
Reinforcement Learning
Machine Learning
Computer Vision
Graph-Based Machine Learning
Evolutionary Algorithms
AutoML
Neural Networks
Large Language Models (LLMs)
PyTorch (Library)
TensorFlow (Library)
Scikit-learn (Library)
LangChain (LLM Framework)
Hugging Face Transformers (Library)
OpenCV (Computer Vision Library)

Programming Languages

Python
C
C++
Java
JavaScript
PHP
SQL
SPARQL
HTML5
CSS3

Frameworks & Libraries

Flask (Web Framework)
React.js (UI Library)
Node.js (Runtime / Backend)
Gradle (Build Tool)
Poetry (Dependency Manager)

DevOps & Cloud

Docker (Containerization)
Kubernetes
Incus
Linux LXD (Containers)
Ansible (Playbooks)
Git
GitLab / GitHub
CI/CD (GitLab CI, GitHub Actions)
Prometheus
Grafana
Heroku Cloud
Firebase (Cloud Platform)
Shell scripting

Databases & Infrastructure

PostgreSQL
MySQL
Knowledge Graphs
Network Administration
Server Management
Linux (Ubuntu/Debian)

Applications

Jupyter Notebook
VS Code
LaTeX
Google Colab
Anaconda / Conda
Postman

Languages

Nepali (Native)
English (Fluent)
German (Fluent)
Hindi (Fluent)

Work Experience Professional journey and career milestones

Student Assistant – System Administrator & AI Developer

L3S Research Center

July 2025 – Jan 2026 | Hannover, Germany

Development of web applications using FLASK the Poetry Framework. Management and automation of server infrastructure using Ansible, shell scripting. Creating of model (LSTM) for spam detection. Conducting software maintenance and patch management.

Student Assistant – System Administrator

Fraunhofer ITEM

July 2023 – June 2025 | Hannover, Germany

Development and maintenance of internal office applications. Management and control of network switches. Conducting patch management and utilizing internal systems.

Temporary Assistant

Lapp Kabel GmbH

June 2021 – January 2023 | Hannover, Germany

Quality control of machines and cables. Inspection and assurance of product quality standards.

Internet Administrator

Studentenwerk Hannover

March 2019 – March 2022 | Hannover, Germany

Maintenance and management of MAC addresses in the system. Identification and resolution of security and network vulnerabilities. Monitoring and administration of network switches.

Projects Check out some of my recent projects that showcase my skills and experience

Job Application Tracker

View on GitHub

Personal Project

Developed a full-stack Job Application Tracker (jobtracker.bhattakapadi.com) that centralizes recruitment pipelines, featuring a containerized architecture with React, Node.js, and PostgreSQL. The system implements a secure authentication layer using JWT and bcrypt, independently managing user-specific data and persistent file storage for CVs and cover letters. Integrated a robust CI/CD pipeline via GitHub Actions that automates integration testing and orchestrates seamless deployments to a Google Cloud VM using Docker Compose.

RESTAPI (Node.js + Express.js) PostgreSQL React.js Docker CI/CD Github Actions Google VM

Stock-Agent

View on GitHub

Personal Project

Developed an Autonomous AI Agent that predicts stock market trends by analyzing real-time financial news. The system features a self-directed decision engine: the Llama-3.2-3B model independently evaluates the sentiment and determines whether the prediction is significant enough to be saved to a .jsonl database. Integrated a BART-based summarization pipeline to process full-length articles, ensuring the agent makes informed predictions based on complete news context.

Python Agentic AI Llama 3.2 BART (Seq2Seq) LangChain

Where Is My Face – Web Application

View on GitHub

2021 | Personal Project

Developed a web application for automated face recognition in images, featuring a React.js frontend and Node.js backend deployed on Heroku Cloud. Integrated external APIs for face detection.

React.js Node.js SQL API Heroku Cloud

Bias Analysis In Large Machine Learning Dataset

2022-2023 | Bachelor's Thesis

Bachelor's thesis investigating bias in an extremely large-scale image-to-text dataset (Hugging Face) using various machine learning models.

Dataset Analysis Python PyTorch Machine Learning Hugging Face

University Project – Web Application (Team Project)

Development of an internal web application in a team of 8 people. Implementation of parsing functionalities for PPTX files.

JavaScript Node.js HTML PHP Git XML parser Team Collaboration

Maze Application (Java)

View on GitHub

2019 | Java project

Development of a Maze application in Java. Implementation of various algorithms for generating and solving mazes. Development of a graphical user interface (GUI).

Java Java Swing Algorithms Gradle Data Structures GUI Development

Contact Let's work together! Feel free to reach out.