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Skills & Technologies
19 skillsWork Experience
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Projects
Invoice QC System – Automated German B2B Invoice Extraction Pipeline
- Engineered end-to-end extraction and validation pipeline for complex "Bestellung" PDFs, achieving 99% field accuracy on nested tables and multi-language inputs via regex and JSON schema enforcement.
- Deployed production-ready FastAPI backend with React/Tailwind dashboard featuring drag-and-drop uploads and real-time rule-based feedback, streamlining quality control workflows.
- Containerized with multi-stage Docker builds and GitHub Actions CI/CD, enabling one-click scalable deployments with zero-downtime updates.
SignGemma – Real-Time Indian Sign Language Translation Engine
- Developed Conformer-CTC model delivering 82.4% sequence accuracy on 120K-sample ISL dataset, integrating MediaPipe for robust gesture capture.
- Optimized live inference pipeline with OpenCV and CTC beam decoding, reducing per-frame latency to <120 ms while supporting seamless webcam integration.
- Enhanced reliability through pose normalization and similarity-based fallback, cutting recognition errors by 18% across motion sequences.
Context-Aware Academic Counseling Chatbot
- Architected retrieval-augmented generation system querying 100+ course PDFs with 90% intent recognition accuracy , leveraging semantic embeddings for precise retrieval.
- Integrated dynamic React frontend with Express.js backend for PDF processing and interactive FAQ handling, enabling context-aware responses.
- Boosted relevance by 15% over keyword baselines through embedding-driven search, positioning the system for scalable enterprise knowledge bases.
Leaderboard Standings
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AI Collaboration Score
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Role Compatibility Profile
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Achievements
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About Details
Professional Bio
BTech student in Computer Science and Engineering with a specialization in AI. Experienced in developing AI/ML models, full-stack web applications, and automated data pipelines.
BTech in Computer Science and Engineering with Specialization in AI
Amrita Vishwa Vidyapeetham, Chennai (2022 - 2026)