Mandeep Ray
|
I Train And Play With AI/ML Models
Mandeep Ray
About
Hey there! I'm Mandeep — currently pursuing my B.Tech at Siksha 'O' Anusandhan University, Khorda, Bhubaneswar, Odisha.
My journey into tech started early. I built my first website at the age of 13 using plain HTML and CSS. It wasn’t fancy, but it felt like magic — and that moment set everything in motion.
Ever since, I’ve been hooked on building, breaking, and learning. From crafting static web pages to experimenting with full-stack apps, it’s been a wild and exciting ride!
Right now, I’m exploring the world of AI/ML — training models, understanding how GenAI works, and trying to bring ideas to life with real-world applications.
I’m also passionate about clean code, design patterns, and problem-solving. Data Structures and Algorithms? Yep, I enjoy the grind. It’s like solving puzzles that actually matter.
Lately, I’ve been experimenting with cool tools and frameworks — from React.js & Tailwind to Flask & HuggingFace. I believe tech is a playground, and I love to tinker!
Apart from that, I’ve started working on projects that combine creativity + code — things like AI-powered apps, developer tools, and fun UI/UX experiments.
I’m all about building things that are useful, unique, and maybe even a little futuristic. Got an idea? Let’s team up and bring it to life 🚀
And hey, if you want to collaborate, just drop a message — I’m always open to exciting ideas!
Skills
Languages :
Frontend:
Backend:
Databases:
Tools:
Scripting:
Learning:
Projects
Other Projects
Check out some of the projects I've been a part of...
SilentSpeak
AI-driven assistive device using Morse code + haptics for non-verbal communication. Silent Speak enables users to convey messages through Morse code, offering a voice to those who may not have one in traditional communication settings.
SmartBloom
Spearheaded the development of an IoT-based vertical farming system, Smart Bloom, whichautomates cross-pollination in vertical farms. Developed a robotic car that detects flowers using sensors and performs cross-pollination by precisely touching the center of the flower. Integrated machine learning for flower recognition and precise motion control for pollination tasks. Utilized sensors, actuators, and cloud-based monitoring to ensure seamless operation in greenhouse environment
Menu Mate
Menu Mate is a simple and convenient web application that provides the daily hostel mess menu for ITER (Institute of Technical Education and Research). It allows users to easily check today's menu and view tomorrow's menu in advance, making meal planning hassle-free for hostel residents.
FineTuningGemma
This project showcases two advanced NLP components: a simplified self-attention mechanism built with NumPy to help understand the core of transformer models like BERT and GPT, and a fine-tuning pipeline for Google’s Gemma-2B using Low-Rank Adaptatio
MachineLearning_Models
This project features two beginner-friendly ML tasks built with Python and scikit-learn, designed for interactive learning and exploration:
Achivements
Some of my achivements I've been a part of...
SmartBloom
SmartBloomIIIT D3 Fest BBSRSilicon SparkUp SummitSilicon Techtronics 2024Utkarsh 2024 by StartUp OdishaMSME IDEA Hackathon 4.0
Certificates
Smart India Hackathon
HackerWar5.0
It is our college's Internal Smart India Hackathon, where we faced tough competition and showcased our innovative ideas. While we didn’t clinch the top prize, we’re proud to have secured a consolation prize, reflecting our hard work and creativity.The experience was invaluable, providing us with the opportunity to collaborate, learn, and grow together as a team..
IIIT Bhubaneswar
Invento-Expo
Team Agro Fast held during Advaita 2K25 - the Techno-Cultural fest at IIIT Bhubaneswar.
SmartBloo
Ideate Senior (NIRMAN 4.0)
AINNOV8
Technov8
.
Google Developer Groups
Solution Challenge
.
codingninjas
Kodlama
An AI competition.
KIIT University , Bhubaneswar
Innowave2.0
.
Hacktober
Holopins-Badges
All 4 level badges of Hacktober Fest.
Smart India Hackathon
HackerWar5.0
It is our college's Internal Smart India Hackathon, where we faced tough competition and showcased our innovative ideas. While we didn’t clinch the top prize, we’re proud to have secured a consolation prize, reflecting our hard work and creativity.The experience was invaluable, providing us with the opportunity to collaborate, learn, and grow together as a team..
Amazon Web Service
Startupgrind
Credits Provided by AWS
C.V.Raman Global University
INNOSPRINT
.
ISRO
AI/ML For Geodata Analysis
Certificate of Participation for an online course conducted by the Indian Space Research Organisation (ISRO) and the Indian Institute of Remote Sensing (IIRS), Dehradun. The course is titled AI/ML for Geodata Analysis and was conducted from 19th August 2024 to 23rd August 2024, with a total duration of 07 hours and 30 minutes.With the learnings of DL - ML - AI with the integration of python
GirlsScript Summer Of Code
GSSOC-Badges
Opensource Contribution.
GirlsScript Summer Of Code
GSSoC-Ext’24
Opensource Contribution.
GenAI 101
GenAI 101 Badge With Pieces
1. Generative AI Fundamentals: Gaining foundational knowledge of Generative AI, including background, applications, and relevance in technology today. 2. Prompt Engineering & Context Setting: Crafting effective prompts to enhance quality, relevance, and accuracy of AI outputs. 3. AI in Real-World Contexts: Exploring responsible AI integration in professional and academic settings. 4. Building a Functional GenAI Project: Using Generative AI to create a personalized project, showcasing practical skills
IIT, Bhubneswar
Craft And Code
SilentSpeak empowers individuals with speech impairments, especially women and Children, to communicate effectively and securely through Morse code and touch sensing technology 🧑💻.
Postman
Postman API Fundamentals Student Expert
Creating workspaces, managing collections, sending API requests, and handling request-response patterns. I gained hands-on experience with query and path parameters, POST requests with authorization, and programmatically managing variables and scripts in Postman. Advanced tasks like PATCH and DELETE operations, generating code with Postman’s Codegen, and scripting for automation
HackerRank
SQL_basic
Database Management System (DBMS)
Lets Upgrade
ReactJs
ReactJs
HackerRank
Java Basics
Java
SOA English Cafe
HR Up
Public Speaking · Communication · Team work
Coding Ninja
CaseClash 2025 – Business Strategy Case Competition | CNxITER
A high-impact business strategy competition by CNxITER at ITER, SOA University. As part of a two-member team, developed data-driven solutions to real-world challenges and delivered a structured pitch under time constraints. Evaluated on innovation, feasibility, data analysis, and presentation—enhancing my strategic thinking and decision-making skills.
Education
Siksha ‘O’ Anusandhan University , Institute of Technical Education and Research , Bhubneswar
Computer Science Engineering (Bachelor Of Technology)
CGPA : 8.80 , Pre-Final Year
Kendriya Vidyalaya No.1 Raipur , Chattisgarh
Central Board of Secondary Education
Percentage : 87.3 % , 12th.
Kendriya Vidyalaya VSN Nagpur , Maharashtra
Central Board of Secondary Education
Percentage : 92.8 % , 10th.
Contact
I'm currently available to get involved in new projects, so get in touch if you'd like to work together.
Email me at mandycodekarega@gmail.com and let's talk about your project!