About
Aspiring Artificial Intelligence and Machine Learning student seeking opportunities to apply skills in Machine Learning, generative AI, and software development. Committed to leveraging technical expertise and problem-solving abilities to contribute to innovative projects while expanding knowledge in applied AI engineering, agentic workflows.
Experience
Education
Projects
AI Skill-Gap Analyzer & Learning Recommendation Engine
Engineered an automated engine to process candidate assessment data and isolate conceptual skill gaps. Developed a semantic layer using text embeddings and a FAISS index to map weaknesses to tailored training modules. Exposed the core evaluation pipeline via a robust FastAPI REST endpoint returning structured JSON payloads.
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Bias-Aware and Credibility-Driven RAG System for Agricultural Advisory
Built a RAG pipeline with BERT-based semantic chunking, hybrid dense and BM25 retrieval, and source credibility scoring. Applied bias detection and RAGAS-based hallucination validation to ensure factually accurate LLM responses. Implemented provenance tracking to trace every generated answer back to its source documents for full auditability.
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Inclusive Reading Aid for Visually Impaired and Dyslexic
Built a unified platform with OCR-based text extraction, AI summarization, and dyslexia-friendly display formatting. Integrated neural Text-to-Speech and multi-language translation to support visually impaired and non-native users. Designed customizable UI with font, contrast, and spacing controls, replacing multiple fragmented accessibility tools.
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Hybrid Semantic Search Engine
Developed a hybrid search engine combining semantic and keyword search for efficient document retrieval from PDFs. Built scalable indexing with FAISS for semantic search and Tf-idf Vectorizer for keyword matching. Created a web interface with real-time search and query term highlighting.
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