Hi, I'm Manoj K R
Student in Ai & ML
A third-year undergraduate engineering student at M S Ramiah University of Applied Sciences , Bengaluru.
Contact meAbout Me
My introduction
An Ai-ML enthusiast with a problem solving mindset, passionate about building intelligent systems that enchance user experience. I enjoy wworking on real world problems/challengs, from predictive analystics to functional back-end applications. I am always eager to learn, innovate, and Contribute to impactfull Projects.
CGPA
Skills
My technical levelProgramming Languages
Python
Java(Basic)
SQL
Skills
ML
DS & Algorithms
OOP
Data visualization
Frameworks and version_controls tools
Git
Scikit-learn
MySQL
Django
RestApi
Numpy and pandas
Qualification
My personal journeySSLC
Sarvodhaya high SchoolHigh School
Class 12th
VBRPre University College
College
M S Ramiah University of Applied Sciencs, BengaluruProjects
Most recent work
Sustainable Develoment Goals Classifier
Built a multi-source NLP pipeline (websites/PDFs/videos) to classify 5,500+ Indian startups into UN SDGs using TF-IDF + LinearSVC for rapid predictions and distilBERT for low-confidence refinement. Engineered a hybrid ML system (speed vs. accuracy trade-off) by routing ambiguous texts from OneVsRest to fine-tuned transformers, improving Jaccard Score by 7% on edge cases. Visualized SDG trends and co-occurrence in startups using Seaborn, supporting impact investment decisions with actionable sector-SDG mappings.
GitHub Repository See Live
Movie-Reccomendation Platform
Developed a personalized movie recommendation platform where users receive movie suggestions based on their preferred genres and can retrieve detailed information by providing the movie title. Designed a contribution section allowing users to add movie details, which are securely stored in the SQL database. Efficiently handled both frontend and backend development, ensuring seamless user interaction. Utilized Django Framework for back-end development. Integrated SQL to manage user contributions and movie data.
GitHub Repository See Live
Recipe Finder
The paltform where user gets the Recipe by the given prompts.There are many Ai which which give recipes without proper quantity measures but Recipe Finder model which is also a Rag model(Retrival arguemented generation model) Gives the recipes Precisely with perfect measurements for every dishes/meals. There is a data base where the related data is stored about foods, ingredients, directions etc. Increased 30% of object mapping by quering with food key word extracted from the natural Language prompt by the User
GitHub Repository See Live
Dream Analysis Bot
Built an interactive Dream Analysis Bot that interprets users' dreams through natural language prompts using the Gemini API. Integrated the bot to the frontend application using Django framework to provide seamless user interaction.Focused on creating a personalized storytelling experience by prompting users to extend or clarify their dreams. Used Ngrok to expose the local server and tested simultaneous multi-device interactions for the Dream Analysis Bot.
GitHub Repository See Live