Akashnil Roy
Bengaluru
Summary
Dynamic AI/ML Computational Science Analyst with a proven track record at Accenture Solutions, specializing in NLP and image classification. Expert in machine learning and data analysis, I thrive on delivering impactful solutions. Adept at leading teams and driving innovation, I leverage Python, LLMs to transform complex datasets into actionable insights.
Overview
5
5
years of professional experience
1
1
Certification
Work History
AI/ML Computational Science Analyst
Accenture Solutions Pvt. Ltd.
Bengaluru
01.2022 - Current
- Developed end to end NLP micro service for classification of customer satisfaction via email channel.
- Worked on Large scale textual datasets for text pre-processing and implementation of Machine Learning techniques. Also pre-processed 8 lakh plus emails and generated volumetric analysis.
- Developed an image classification service to classify scanned documents to useful and non-useful documents.
- Worked on comparative analysis of Open source LLMs (e.g., Flan-T5, LLaMA, etc) and paid LLMs (e.g., GPT-3.5)
- Worked on Information extraction service for entity extraction from invoices, bank statements of an Australian MNC and deploying end to end services
- Worked on synthetic data generation for banking use cases for a Banking MNC.
- Developed a graph generation component in an AI bot tailored for customer-specific information. Also used the RAG approach, vector databases, and LLMs for the same.
Associate Data Scientist
Sciffer Analytics Pvt. Ltd.
Remote
09.2020 - 01.2022
- Web-scraped data of Indian actors to build a comprehensive dataset.
- Developed a video frame color detection system to identify the top three colors, their percentages, and names for each frame.
- Implemented apparel detection using various object detection models, such as YOLOv3, RFCN+ResNet10, and Mask R-CNN.
- Conducted manual data collection of 6,000 images for emotion detection (sad, confused, surprised).
- Managed a team of 23 interns for object data collection and tagging, as well as emotion data collection for emotion detection models.
- Worked on depth estimation for monocular images using disparity mapping.
Education
Post-Graduate Program in Data Science - Data Science
Praxis Business School
Kolkata05-2020
Bachelor of Technology - Computer Science And Engineering
Institute Of Technical Education And Research
Bhubaneshwar05-2019
Skills
- Machine learning
- Natural language processing
- Data analysis
- Image classification
- Information extraction
- Data visualization
- Docker
- Kubernetes
- MLOps
- MySQL
- LLM
- GenAI
Certification
- NLP Specialization by Deeplearning.ai [https://coursera.org/verify/specialization/SYLH38CR8VEB]
Accomplishments
- Q4, FY22 – Core Value Champion Award
Timeline
AI/ML Computational Science Analyst
Accenture Solutions Pvt. Ltd.
01.2022 - Current
Associate Data Scientist
Sciffer Analytics Pvt. Ltd.
09.2020 - 01.2022
Post-Graduate Program in Data Science - Data Science
Praxis Business School
Bachelor of Technology - Computer Science And Engineering
Institute Of Technical Education And Research
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