Passionate about Software Development
I am a dedicated Computer Science Engineering student at Siddaganga Institute of Technology with a strong CGPA of 8.67. My academic journey has been marked by consistent excellence, having achieved 95.16% in 2nd PUC and 94.88% in 10th standard.
I specialize in machine learning and software development, with hands-on experience in federated learning, malware detection systems, and agricultural technology solutions. My passion lies in solving complex problems using innovative technologies.
Siddaganga Institute of Technology, Tumkuru
CGPA: 8.67 | Nov 2022 - Jun 2026
Vijaya PU College, Tumkuru
95.16% | Jun 2020 - May 2022
Govt. Junior College (High School Section), Koratagere
94.88% | Mar 2017 - May 2020
Nov 2024 - Jan 2025
Designed and implemented a Federated Learning-based malware detection system using Neural Networks to detect cybersecurity threats across distributed clients without centralizing data.
• Leveraged the Flower framework for federated training across multiple nodes
• Maintained data decentralization while ensuring effective threat detection
Feb 2025 - Mar 2025
Built a real-time stock market summarizer using LLMs to generate concise summaries of financial news, helping users quickly interpret market trends.
• Integrated live stock data and news scraping with Streamlit web app
• Deployed solution on Streamlit Community Cloud for public access
Sept 2024 - Oct 2024
Built a machine learning-based AgriTech system to predict suitable crops, fertilizers, and expected rainfall using environmental parameters like soil type, pH, temperature, and humidity.
• Developed ML models for crop classification and fertilizer recommendation
• Improved agricultural planning and productivity through accurate predictions
Presented research paper "Federated Learning-Based Malware Detection System" at the 3rd IEEE International Conference on Knowledge Engineering and Communication Systems (ICKECS 2025)
Participated in the Case Study Analysis of the Ethical AI Challenge: Innovating Real-Time Decision Making organized by KIIT
Successfully solved 400+ problems on GeeksForGeeks using Java and Python, achieving 355-institute rank. Demonstrated strong problem-solving skills in DSA
kushal.1si22cs086@gmail.com
+91 9743962086