ROHIT DHAYALAN RAJESH
Bangalore
Summary
I am a dedicated 4th-year B.Tech student specializing in Computer Science and Business Systems (CSBS). My goal is to continuously expand my knowledge in technology to stay ahead of emerging trends in the field. I am eager to explore innovative solutions and contribute to cutting-edge advancements in technology.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Intern
Harpy Aerospace
Bengaluru
06.2023 - 07.2023
- I was working on a project with Harpy Aerospace on “Satellite Image Processing on STM32” using AI.
- Developed an AI model using OpenCV to classify satellite images, achieving 91% accuracy with a model size of 27MB.
- Enhanced the model using deep learning techniques, reaching 96% accuracy with a reduced size of 7MB.
- Explored and implemented techniques like pruning and quantization to compress the model to 300KB while maintaining 81% accuracy.
Intern
IBM
06.2022 - 09.2022
- I completed an internship with IBM on Machine Learning using Auto AI
- Evaluated the performance of ML models on various classification and regression datasets using IBM Cloud's Auto AI.
- We used both classification and regression data sets for the same
- Analyzed model performance through root mean square error metrics.
- The size of the data sets and the number of features are varied and the impact of the same with ML model are studied
- Concluded that balanced datasets are critical for optimal ML model performance.
Education
B.Tech. - Computer Science and Business Systems -
SRM Institute of Science & Technology, Kattankulathur
01.2025
12th -
Bishop Cotton Boys School, Bengaluru
01.2021
10th -
Bishop Cotton Boys School, Bengaluru
01.2019
Skills
- Tools - Power Bi, AWS Cloud,
- Languages - Python,C,C
- Technologies - AI,ML,IoT,Cloud
- Libraries - Pandas,Matplotlib,Numpy,Scrapy
- DBMS - My SQL
Certification
- AWS Academy Cloud Foundations - NPTEL
- Networking Basics - Cisco
- Microsoft Power BI Data Analyst - Microsoft
Affiliations
- MERN Full Stack - In this workshop, we gained knowledge on various tools and technologies, including MongoDB and Figma (UI/UX), among others.
- Tech Quiz - We participated in the first round of the tech quiz conducted at SRM.
- Stock Market and Financial Management - I attended a one-day workshop on stock market and money management.
- BlockChain Yatra - Block Chain Yatra promises to be an enriching experience with insightful sessions, expert talks, panel discussion and opportunities to connect with fellow enthusiasts in the Blockchain space
- Open Source India Conference - Attended a hands-on workshop on Kubernetes in the Open Source India Conference 2023.
PROJECTS
- CLIMATE CHANGE IN DESIGN THINKING - Task to explore case study on Delhi: a climate Change and implementing it through the Design Thinking Process and techniques
- Health Care Management System (UML) - Task is to explore various UML Diagrams and implement it to the Health Care Management System on different types of UML Diagrams
- Wine Quality Prediction (ML) - This study applies machine learning to predict wine quality based on physicochemical properties of red and white wine samples. Key attributes include acidity, sugar, pH, and alcohol content, with quality scores ranging from 0 to 10. The model's effectiveness is validated through cross-validation, offering a valuable tool for winemakers to optimize quality control and production processes. Insights from this research also guide future viticulture and winemaking practices.
- Student Database Management System (DBMS) - The Student Database Management System is an data base design to efficiently manage student information and streamline administrative processes within educational institutions. It provides an overview of the key functionalities and benefits of implementing an SDMS
EXTRA CURRICULAR ACTIVITIES
Datakon
- I served as the treasurer for a technical event called Datakon, which we successfully organized and conducted.
Sports
- I was part of my school Football team and took part in a lot of intraschool and interschool tournaments.
- I was also part of the school table tennis team and took part on a lot of interschool tournaments and won a lot of medals and trophies for my school
- I was also a part of my school hockey team.
Music
- I was a part of my School Choir
Languages
Tamil
First Language
English
Proficient (C2)
C2
Telugu
Beginner (A1)
A1
Malayalam
Beginner
A1
Japanese
Beginner
A1
Timeline
Intern
Harpy Aerospace
06.2023 - 07.2023
Intern
IBM
06.2022 - 09.2022
- AWS Academy Cloud Foundations - NPTEL
- Networking Basics - Cisco
- Microsoft Power BI Data Analyst - Microsoft
B.Tech. - Computer Science and Business Systems -
SRM Institute of Science & Technology, Kattankulathur
12th -
Bishop Cotton Boys School, Bengaluru
10th -
Bishop Cotton Boys School, Bengaluru
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