Ishan Bansal, Aspiring Engineer
C2 (Proficiency) English
Intern
New York,
United States
UTC-05:00
Summary
Expertise in Python, SQL, and ML web applications with a focus on practical applications in fields like AI and computer vision. Proven track record in AI with projects at DeepLogic AI, including creating an ML Web app for classifying blastocyst embryos and implementing LLM for in-house document processing. Further experience includes feature extraction via PySpark at Tata Digital, and exploiting BERT for NLP tasks at Concentrix. Academically grounded with a Master's in CS from Columbia University and a BTech in Math/CS from Delhi University. Holds AWS accreditations, demonstrating proficiency in cloud architectures, EC2, S3, and RDS. Skilled in end-to-end software development, including full-stack abilities shown at Datacultr with Django and PostgreSQL.
Main Skills
Python
Data Science
SQL
AI & Machine Learning
Programming Languages
Python Frameworks
Python Libraries and Tools
Data Analysis and Visualization Technologies
Databases & Management Systems / ORM
Amazon Web Services
Google Cloud Platform
Virtualization, Containers and Orchestration
Message/Queue/Task Brokers
BlockChain and Decentralized Software
Other Technical Skills
Work Experience
AI Engineer Intern, Blastocyst Embryo Classification & Document Processing
Duration: February 2024 - July 2024
Summary:
- Developed an AI model to classify blastocyst embryo images and predict development stages for IVF processes
- Created an LLM-based document processing pipeline
Responsibilities: Building machine learning web applications, conducting temporal analysis on embryo development, establishing document processing systems with reduced processing times, and documenting guides and setups for clients.
Technologies: Machine Learning, LLM, Documentation
Intern, Data Architecture Migration
Duration: June 2023 - July 2023
Summary: Extracted features from large datasets and participated in the migration of the company’s architecture to new data processing technologies.
Responsibilities: Feature extraction with SQL in PySpark and processing Kafka Streams in Flink using Docker.
Technologies: SQL, PySpark, Kafka Streams, Flink, Docker
Intern, Profanity Detection AI Model
Duration: July 2022 - October 2022
Summary: Leveraged artificial intelligence models for profanity detection in Natural Language Processing within Cognitive Customer Engagement.
Responsibilities: Developing AI models to detect and mask profane language using BERT technology.
Technologies: Natural Language Processing, BERT
Computer Vision Developer, Face Detection and Recognition Module
Duration: May 2022 - July 2022
Summary: Implemented a face recognition feature for AiView's Computer Vision solutions, and collaborated on UI elements for AiView’s Voice Assistant.
Responsibilities: Lead development on facial detection and recognition, database management for face logs, and UI brainstorming.
Technologies: Computer Vision, UI/UX Design, CSV
AWS Cloud Intern, AWS Cloud Architecture and Case Studies
Duration: September 2021 - December 2021
Summary: Attained cloud expertise and designed architectures involving AWS services during the internship.
Responsibilities: Gained AWS accreditations, designed cloud architectures, prepared reports, and worked on case studies implementation.
Technologies: AWS (EC2, S3, Lambda, RDS), Cloud Architecture
Software Developer, E-Commerce Website Deployment
Duration: June 2021 - August 2021
Summary: Deployed a full-stack E-commerce platform with an emphasis on database connectivity and data management.
Responsibilities: Full-stack website development, backend integration with PostgreSQL, and data debugging for company usage.
Technologies: Django, PostgreSQL, Full-stack Development, Data Management
Education
- Master of Science - MS, Computer Science
- August 2024 - December 2025
- Bachelor of Technology - BTech, Mathematics and Computer Science
- November 2020 - July 2024
Certification
- AWS Partner: Accreditation (Technical)
- Programming in Mathematica
- AWS Partner: Cloud Economics Accreditation
- Python (Basic) Certificate
- AWS Partner: Accreditation (Business)