Avishek Das
@avishekdas
System Engineer at Tata Consultancy Services
Kolkata, India
Avishek Das is a System Engineer at Tata Consultancy Services with extensive experience in Generative AI, Natural Language Processing, and Machine Learning. He has successfully developed advanced CV screening systems, RAG-based chatbots, and predictive models for industrial applications. Avishek holds a Bachelor of Technology in Civil Engineering from IIEST, Shibpur, where he maintained a high CGPA and led various technical initiatives.
Experience
System Engineer
Tata Consultancy Services
Developer @ DTS (Digital Transformation Services). Designed an advanced GenAI-powered CV Screening System using prompt engineering and LLMs like LlaMa-2 and GPT-3.5. Developed search result relevance classifiers and automated sandboxes for data processing. Performed extractive text summarization and incident prediction using NLP and Flask.
Manager In-Charge
BEing Civil - IIEST, Shibpur
Managed a website designed as a repository for engineering-related materials. Led the team and kept the platform updated to assist engineering students.
Summer Research Intern
IIEST, Shibpur
Worked on vehicle detection and tracking using YOLO pre-trained model to extract traffic-related data and movement curves.
Education
Indian Institute of Engineering Science and Technology, Shibpur
Bachelor of Technology
Civil Engineering
Key Courses: Engineering Mathematics, Uncertainty Quantification, Structural, and Geotechnical Engineering
Licenses & Certifications
Core Designer
Dataiku
Natural Language Processing with Python
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyper-parameter Tuning, Regularization and Optimization
Data Structures & Algorithms - Java