Mahadev Ambadi SS

I'm a

Beyond the Code.

I am a Computer Science undergraduate, passionate about building scalable backend systems, intelligent AI applications, and immersive full-stack experiences. I thrive on translating complex problems into elegant, performant code.

Honors & Awards

  • Proficiency Award (2022-23)
  • Honoured by Dr. Shashi Tharoor MP
  • Cloud Security Summit Bangalore Chapter - Volunteer
  • University Dance Team Member

Professional Journey.

GENROBOTIC INNOVATIONS PVT.LTD

Software Development Intern (ERP)

  • Developed full-stack ERP systems to optimize procurement and inventory management.
  • Automated complex approval workflows, reducing manual processing time significantly.
  • Engineered robust backend architectures using Node.js, Express.js, TypeScript, and SQLite.

Tech Stack: Node.js, Express.js, TypeScript, SQLite


Soften Technologies

Full Stack Developer Intern

  • Built scalable E-commerce platforms utilizing Django and Python for robust backend services.
  • Designed and integrated RESTful APIs to facilitate seamless data exchange and third-party integrations.
  • Implemented secure user authentication mechanisms to ensure data privacy and transaction security.

Tech Stack: Django, Python, REST APIs

ApexPlanet

Front End Developer Intern

  • Crafted highly responsive and interactive user interfaces using React, HTML5, and modern CSS3.
  • Developed reusable front-end components with JavaScript to accelerate feature delivery.
  • Ensured cross-browser compatibility and optimized web applications for maximum performance.

Tech Stack: React, HTML5, CSS3, JavaScript

Ripan Technologies

Machine Learning Intern

  • Leveraged Python, Pandas, and NumPy to perform advanced data analysis and predictive modeling.
  • Designed and developed interactive data visualization dashboards for real-time insights.
  • Cleaned and pre-processed large datasets to ensure high accuracy for machine learning algorithms.

Tech Stack: Python, Pandas, Machine Learning

Selected Work.

HackerCompliment

AI + SaaS
  • Built an AI-powered career platform providing realistic mock interviews and personalized feedback.
  • Developed interactive coding challenges to assess and improve algorithmic problem-solving skills.
  • Integrated intelligent resume analysis tools to enhance candidate profiles for tech recruiters.

Tech Stack: Next.js, TypeScript, Supabase

Candidate Data Transformer

Data Eng
  • Engineered a robust backend-driven ETL pipeline for automated data extraction and transformation.
  • Streamlined data cleaning processes, significantly improving dataset quality and consistency.
  • Developed scalable Python-based automation scripts using FastAPI and Pandas for fast processing.

Tech Stack: Python, FastAPI, Pandas

Cyber Threat Detection

Security
  • Developed an advanced AI model for real-time anomaly detection in network traffic.
  • Implemented machine learning algorithms to accurately identify potential cyber threats and breaches.
  • Enhanced system security by automating rapid response alerts for suspicious behavioral patterns.

Tech Stack: Machine Learning, Network Security

University Chatbot

NLP
  • Built an intelligent, LLM-powered virtual assistant to handle university-related inquiries.
  • Implemented Natural Language Processing to accurately understand and route student requests.
  • Integrated the chatbot with internal databases to provide real-time information and schedules.

Tech Stack: NLP, LLM, Python

CNN Image Classification

AI
  • Developed advanced image classification models using Convolutional Neural Networks (CNNs).
  • Utilized transfer learning techniques to achieve high accuracy on complex visual datasets.
  • Optimized neural network architectures for rapid inference using TensorFlow and Keras.

Tech Stack: TensorFlow, Keras, CNN

HackerCompliment

AI + SaaS
  • Built an AI-powered career platform providing realistic mock interviews and personalized feedback.
  • Developed interactive coding challenges to assess and improve algorithmic problem-solving skills.
  • Integrated intelligent resume analysis tools to enhance candidate profiles for tech recruiters.

Tech Stack: Next.js, TypeScript, Supabase

Candidate Data Transformer

Data Eng
  • Engineered a robust backend-driven ETL pipeline for automated data extraction and transformation.
  • Streamlined data cleaning processes, significantly improving dataset quality and consistency.
  • Developed scalable Python-based automation scripts using FastAPI and Pandas for fast processing.

Tech Stack: Python, FastAPI, Pandas

Cyber Threat Detection

Security
  • Developed an advanced AI model for real-time anomaly detection in network traffic.
  • Implemented machine learning algorithms to accurately identify potential cyber threats and breaches.
  • Enhanced system security by automating rapid response alerts for suspicious behavioral patterns.

Tech Stack: Machine Learning, Network Security

University Chatbot

NLP
  • Built an intelligent, LLM-powered virtual assistant to handle university-related inquiries.
  • Implemented Natural Language Processing to accurately understand and route student requests.
  • Integrated the chatbot with internal databases to provide real-time information and schedules.

Tech Stack: NLP, LLM, Python

CNN Image Classification

AI
  • Developed advanced image classification models using Convolutional Neural Networks (CNNs).
  • Utilized transfer learning techniques to achieve high accuracy on complex visual datasets.
  • Optimized neural network architectures for rapid inference using TensorFlow and Keras.

Tech Stack: TensorFlow, Keras, CNN

Airport Parking Dashboard

Analytics
  • Created a comprehensive performance dashboard to monitor airport parking operations in real-time.
  • Automated complex operational reporting and visualized critical Key Performance Indicators (KPIs).
  • Deployed interactive data applications using Streamlit and Python for stakeholder decision-making.

Tech Stack: Streamlit, Python

Sentiment Analysis

ML
  • Developed a machine learning pipeline to analyze and categorize customer feedback sentiment.
  • Trained natural language models to accurately distinguish between positive, negative, and neutral tones.
  • Provided actionable insights by aggregating sentiment trends over time for product improvement.

Tech Stack: Machine Learning, NLP

Fish Shop
E-Commerce

Web
  • Built a fully functional e-commerce storefront with a robust Django backend architecture.
  • Implemented secure shopping cart functionality, user authentication, and payment processing.
  • Designed an intuitive admin panel for seamless product, order, and inventory management.

Tech Stack: Django, Python

MST Builder Game

DSA Game
  • Developed an interactive educational platform to visualize Minimum Spanning Tree (MST) algorithms.
  • Created engaging simulations teaching the mechanics of Prim's and Kruskal's algorithms.
  • Utilized HTML5 Canvas and JavaScript to render dynamic, real-time graph animations.

Tech Stack: HTML5 Canvas, JavaScript

Step Tracker

Data
  • Engineered a fitness monitoring application that aggregates and analyzes daily step-count data.
  • Developed data visualization tools to highlight personal activity trends and health metrics.
  • Processed and structured raw user health data efficiently using Python and Pandas.

Tech Stack: Python, Pandas

Airport Parking Dashboard

Analytics
  • Created a comprehensive performance dashboard to monitor airport parking operations in real-time.
  • Automated complex operational reporting and visualized critical Key Performance Indicators (KPIs).
  • Deployed interactive data applications using Streamlit and Python for stakeholder decision-making.

Tech Stack: Streamlit, Python

Sentiment Analysis

ML
  • Developed a machine learning pipeline to analyze and categorize customer feedback sentiment.
  • Trained natural language models to accurately distinguish between positive, negative, and neutral tones.
  • Provided actionable insights by aggregating sentiment trends over time for product improvement.

Tech Stack: Machine Learning, NLP

Fish Shop
E-Commerce

Web
  • Built a fully functional e-commerce storefront with a robust Django backend architecture.
  • Implemented secure shopping cart functionality, user authentication, and payment processing.
  • Designed an intuitive admin panel for seamless product, order, and inventory management.

Tech Stack: Django, Python

MST Builder Game

DSA Game
  • Developed an interactive educational platform to visualize Minimum Spanning Tree (MST) algorithms.
  • Created engaging simulations teaching the mechanics of Prim's and Kruskal's algorithms.
  • Utilized HTML5 Canvas and JavaScript to render dynamic, real-time graph animations.

Tech Stack: HTML5 Canvas, JavaScript

Step Tracker

Data
  • Engineered a fitness monitoring application that aggregates and analyzes daily step-count data.
  • Developed data visualization tools to highlight personal activity trends and health metrics.
  • Processed and structured raw user health data efficiently using Python and Pandas.

Tech Stack: Python, Pandas

Capabilities.

Let's Connect.

Open to opportunities in Software Engineering, AI, Machine Learning, Generative AI, and Agentic AI. Let's connect and build impactful technology together.

Email Address
ssmahadevambadi@gmail.com
Cell Phone
+91 9539208941