Rosikha Loganathan
Chennai
Summary
Enthusiastic and detail-oriented professional with expertise in SQL, Azure DevOps, and application deployment, along with a strong academic background in Artificial Intelligence and Machine Learning (M.Tech AIML). Skilled in data analysis, machine learning, NLP, and computer vision, with hands-on experience in projects like document processing and sign language translation systems. Passionate about applying AIML techniques to solve real-world problems and contribute to innovative technology solutions.
Overview
7
7
years of professional experience
Work History
Senior Analyst
Accenture
Chennai
06.2019 - Current
- Configured SQL database tables and queries to optimize IDVS workflows for invoice and medical document extraction.
- Managed Azure DevOps deployments, including manual and automated pipelines for updates and releases.
- Collaborated with development teams to resolve SQL configuration issues and deployment failures.
- Automated deployment pipeline segments in Azure DevOps, enhancing release reliability and reducing manual tasks.
- Tailored document templates and data fields during client onboarding through SQL configurations.
- Coordinated integration of IDVS with client environments across cross-functional teams.
- Documented deployment processes, SQL changes, and client-specific setups to facilitate knowledge sharing and compliance.
Education
Mtech - Artificial Intelligence And Machine Learning
BITS Pilani
09-2025
Bachelor of Engineering - Computer Science
Kongu Engineering College
03-2019
Skills
- Databases & Data Handling: SQL Server, Data Cleaning & Transformation (Pandas, NumPy), Feature Engineering
- DevOps & Deployment: Azure DevOps (CI/CD pipelines, automated/manual deployments), Git/GitHub, Docker (basics), ML model deployment (Flask/Streamlit)
- Machine Learning & AI: Regression, Classification, Clustering, PCA, ANN, CNN, RNN, Transfer Learning, NLP (TF-IDF, Word2Vec, Transformers, Sentiment Analysis), Computer Vision (OCR, Document AI, Pose Estimation, Avatar Animation)
- Tools & Libraries: Python, Scikit-learn, TensorFlow, PyTorch, OpenCV, NLTK, Matplotlib, Seaborn, Jupyter Notebook, Google Colab, VS Code, Power BI/Tableau
- Domains: Intelligent Document Processing (IDP), Invoice & Medical Document Extraction, Sign Language Translation, Predictive Analytics, NLP-driven Automation
Academic / Research Projects
SignSpeak: AI-Powered Sign Language Translation System
M.Tech Project – AIML
- Built an end-to-end pipeline to translate spoken language into sign language using AI/ML.
- Used Whisper for speech-to-text transcription, spaCy for POS tagging and gloss generation.
- Mapped glosses to OpenPose / MediaPipe skeleton keypoints and animated a 3D avatar in Blender/Unity.
- Implemented NLP preprocessing, gloss alignment, and sequence handling to improve translation accuracy.
- Explored real-time avatar animation using JSON keypoints to make sign language accessible for education and communication.
Certifications
- Microsoft Azure Fundamentals (Az 900)
- Microsoft Power Platform Fundamentals (PL 900)
Timeline
Senior Analyst
Accenture
06.2019 - Current
Mtech - Artificial Intelligence And Machine Learning
BITS Pilani
Bachelor of Engineering - Computer Science
Kongu Engineering College