Hi, I'm Ishan Gupta

AI Engineer & Software Developer

Building intelligent systems at the intersection of AI and software engineering. Currently pursuing MS in Artificial Intelligence at Northeastern University, with 3+ years of experience building scalable solutions at Roche.

Key Skills

Core capabilities that drive impactful solutions

Experience

Building scalable systems and exploring AI frontiers

Software Engineer

Roche Information Solutions

May 2022 - Sept 2025

Led enterprise-scale microservices and AI-powered features for 250K+ users with focus on access control and performance optimization.

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Research Intern

University of Lethbridge

June 2021 - Aug 2021

Conducted quantum computing research on blockchain security with simulations on IBM quantum computers.

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Developer Intern

Guavus (Thales Group)

June 2021 - Nov 2021

Developed data ingestion solutions for Azure Data Lake Storage with automated CI/CD deployment.

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Projects

Experiments, research, and side projects

Knowledge Representation Graph

Explored standards and techniques for modelling knowledge as graph-structures and visualising them via interactive notebooks.

Python Graph Algorithms Data Structures Visualization
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Alpha Agents

Multi-agent trading system replicating hedge fund desk operations through specialized LLM agents that debate and collaborate on investment decisions.

Python PyTorch Transformers FinBERT Backtrader
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Carbon Footprint Optimizer for Cloud

Algorithmic scheduling system that minimizes CO2 emissions of cloud workload execution using real-time carbon intensity data across distributed datacenters while maintaining quality of service.

Python React Algorithms Sustainability Cloud Computing
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Explainable Trader

Regulatory-compliant algorithmic trading system using the Summarize-Explain-Predict framework to provide natural language explanations for every trade.

Python PyTorch Transformers FinBERT SHAP LoRA
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Cross-Domain Robustness in CRPO

Research project extending Contrastive Reasoning Prompt Optimization (CRPO) framework to develop multi-domain variants that produce prompts transferable across diverse reasoning tasks.

Python LLMs Prompt Engineering Research Groq API
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Blockchain-based Decentralization

Built a platform to assist developers in building decentralized applications by providing a customizable, ready-made backend that integrates seamlessly with their applications.

Blockchain Node.js Smart Contracts Web3
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Mr.Medic

Full-stack medical healthcare platform with web and mobile apps that tracks patient medical reports, enables doctor-patient interactions, and uses QR codes for instant medical history access.

React Flutter Node.js MongoDB Healthcare
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Skills & Technologies

Tools and technologies I work with

Languages

  • Java
  • Python
  • JavaScript / TypeScript
  • C++

AI/ML & Data Science

  • PyTorch
  • TensorFlow
  • Scikit-learn
  • OpenCV
  • NumPy & Pandas
  • Qiskit (Quantum Computing)

Frameworks & Databases

  • Spring Boot
  • Node.js
  • React
  • MongoDB
  • PostgreSQL
  • DynamoDB

Cloud & DevOps

  • AWS (EC2, S3, Lambda, RDS)
  • Docker
  • Jenkins
  • Git
  • Linux CLI
  • CI/CD

Core Competencies

  • API Design (REST, GraphQL)
  • Data Pipelines
  • Deep Learning
  • Natural Language Processing
  • Prompt Engineering
  • OAuth 2.0 & OIDC

Coursework & Specialization

  • Artificial Intelligence
  • Advanced Machine Learning
  • Deep Learning
  • Computer Vision
  • NLP
  • Reinforcement Learning

Resume

Complete overview of my experience, education, skills, and achievements


Get In Touch

Let's discuss opportunities, projects, or collaborations