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Software Engineer with 4+ years in AI/ML and system architecture.
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Assessing your cultural and operational fit
Software Developer with strong programming fundamentals and a passion for understanding system architecture. Experienced in Java and Python, with a demonstrated ability to quickly learn new technologies. Eager to contribute to building robust, scalable solutions with strong problem-solving skills and a growth-oriented approach to tackling technical challenges.
G madegowda institute of technology, Mandya
B.Tech · Artificial intelligence and machine learning
August 1, 2022 – June 30, 2026
SBRR Mahajana pre-university college
Pre-University Course (PUC)
June 1, 2020 – May 31, 2022
AI Virtual Assistant for Students
August 1, 2025 – June 1, 2026
Developed a smart virtual assistant to help students manage academic queries and schedules using voice interaction and NLP. Integrated a Knowledge Graph to provide contextual responses, improving accuracy and response relevance. Built real-time voice processing pipeline using OpenAI Whisper for speech-to-text and Microsoft SpeechT5 for text-to-speech with automatic voice activity detection and silence handling.
View ProjectReal-Time Emotion Detection Using Machine Learning
September 1, 2024 – June 1, 2026
Built a real-time emotion recognition system using OpenCV and DeepFace to classify seven emotions from webcam input. Implemented confidence thresholding to filter low-certainty predictions, significantly improving detection accuracy and stability. Visualized emotion confidence scores with dynamic bar charts for clear and intuitive user feedback.
View ProjectStudentHolic AI – AI-Powered Content Creation Platform
September 1, 2024 – June 1, 2026
Developed an AI-driven platform to generate videos from simple text prompts, reducing manual content creation time by 70%. Integrated a PDF-to-script converter, enabling 50% faster transformation of study material into video-ready content. Launched a Telegram bot for instant video access, improving mobile accessibility and engagement by 60%. Designed a scalable architecture with plans for WhatsApp integration to expand multi-platform content delivery.
View Projectcyber security analyst job simulation
Forage
June 1, 2026 – Present
ESG job simulation
Forage
June 1, 2026 – Present
GEN-AI powered data analyst job simulation
Forage
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects show a strong interest in AI/ML and system architecture, aligning well with a growth-oriented, technically challenging environment. The diversity of projects (virtual assistant, content creation, emotion detection) indicates a broad curiosity and willingness to explore different domains within AI. The academic background in AI/ML further reinforces this alignment. However, the lack of professional experience means there's no direct evidence of cultural fit within a corporate team structure.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and innovative approach to problem-solving, with a focus on delivering tangible results and improving efficiency. The mention of designing scalable architecture and integrating various APIs suggests an operational fit for roles requiring end-to-end development and system thinking. However, without direct work experience, it's difficult to assess collaboration, stress handling, or direct communication skills in a professional setting.