About
BCA graduate (2026) with hands-on experience building machine learning, generative AI, RAG, and full-stack applications. Skilled in Python, FastAPI, scikit-learn, embeddings, vector databases, LLM integrations, Docker, and GitHub Actions, with projects spanning real-time ML pipelines, anomaly detection, and multi-agent workflows.
Experience
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Machine Learning InternJyesta Corporate Entity2026 – Present
Gained hands-on exposure to machine learning concepts, workflows, and guided real-world project development.
Education
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Bachelor of Computer Applications (BCA)Computer Applications · 2023 – 2026
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Pre-University Course (PUC)SGMK PU College, Badami
Skills
Tools / apps / platforms
Projects
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FloraScanPython, TensorFlow/Keras, MobileNetV2, FastAPI, React, Docker
AI-powered plant disease detection system trained across 94 plant disease classes using a 41,000+ image combined dataset and deployed with FastAPI, React, and Docker.
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Event Anomaly Detection Pipeline (SentinelStream)Python, FastAPI, SQLite, React, Isolation Forest
Real-time server-monitoring dashboard combining Z-score statistics with Isolation Forest for anomaly detection and lower false-positive alerts.
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DebateAILLMs, AI Agents, Multi-Agent Architecture, LangGraph, React, TypeScript
Multi-agent loan approval decision system with independent Risk, Growth, and Compliance agents plus a Judge agent to synthesize recommendations into a final decision.
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TrafficSensePython, Random Forest, React, TypeScript, Node.js, TomTom API, GitHub Actions
Automated traffic-data pipeline covering 150+ major roads across Bangalore using the TomTom Traffic API. Developed a Random Forest congestion-prediction workflow and a React dashboard for road-level monitoring and analytics.
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DevDocs RAGPython, FastAPI, RAG, ChromaDB, Sentence Transformers, React, LLMs, Docker
End-to-end RAG application using document ingestion, chunking, embeddings, semantic retrieval, and LLM response generation. Indexed 350+ documentation files into 1,700+ searchable chunks and added multi-provider LLM fallback with deployment optimized using ONNX Runtime and Docker.
Courses & certifications
- Data Analyst 101 · Simplilearn SkillUp
- Cyber Job Simulation · Deloitte
- Technology Job Simulation · Deloitte
- GenAI-Powered Data Analytics Job Simulation · Tata iQ