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Data Science with less than a year in AI/ML, NLP, and data analysis.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Computer Science (Data Science) graduate with hands-on experience in AI/ML, NLP, and data analysis. Built projects spanning multimodal deep learning and semantic search systems. Published researcher with a focus on accessible, user-centric technology. Comfortable working across the full pipeline from data preprocessing to model evaluation and product delivery.
Atria Institute of Technology -VTU
B.E. · CSE Data Science
August 1, 2022 – June 30, 2026
Mount Carmel PU College
Pre-University · PCMB
June 1, 2020 – May 31, 2022
Bishop Cotton Girls School
Class 10 · ICSE
N/A – Present
RAG-Based Document Q&A System
June 1, 2026 – Present
Building a retrieval-augmented generation pipeline for document question-answering using LlamaIndex and ChromaDB for vector storage. Integrating Gemini API for response generation and RAGAS for evaluating faithfulness and answer relevancy. Deploying on Hugging Face Spaces with PDF upload functionality.
Dhwani AI-Powered Multimodal Assistive Communication Platform
June 1, 2022 – June 1, 2026
Built a real-time assistive communication platform to improve accessibility for Deaf/Mute and hearing users through seamless bidirectional interaction. Collaborated cross-functionally to design an end-to-end communication flow integrating 3 modalities – STT, TTS, and Indian Sign Language recognition. Developed a deep learning-based sign recognition pipeline using MediaPipe, trained on a 3,500+ sample dataset across 26 ISL classes and achieved 90% validation accuracy.
Resume Screening System
June 1, 2022 – June 1, 2026
Built an intelligent resume screening system to rank candidate profiles against job descriptions using semantic similarity and keyword-based matching. Implemented TF-IDF vectorization and semantic embeddings for context-aware skill matching, improving relevance for resumes with varied wording and synonyms. Designed an explainable scoring workflow decomposing candidate fit into skill match, experience relevance, and role alignment.
An Initial Survey of Data Mining Algorithms for Diabetes Prediction Levels
Unknown
June 1, 2026 – Present
Dhwani: Multimodal Assistive Communication Platform for Deaf and Mute Users
IEEE
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects show a strong inclination towards impactful and socially relevant applications of AI, such as assistive communication and improving hiring processes. This indicates a potential alignment with organizations that value innovation and societal contribution. The diversity of projects (multimodal AI, RAG systems, semantic search) suggests adaptability and a broad interest within data science. However, as an entry-level candidate, the breadth of professional experience is limited, making a full assessment of cultural fit challenging.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills through complex project implementations like the Dhwani platform and the Resume Screening System. Their ability to collaborate cross-functionally on the Dhwani project suggests good teamwork potential. The focus on accessible, user-centric technology aligns with a product-oriented mindset. However, without formal work experience, direct evidence of operational fit, stress handling, or team collaboration in a professional setting is limited.