Sudip Ghosh
Kolkata
Summary
Innovative technology leader with over 10 years in software engineering, data engineering, and AI/ML, specializing in GenAI solutions and cloud-native architecture. Expertise in building and deploying LLM-powered applications, RAG systems, and AI-integrated platforms on AWS and Azure. Proficient full-stack engineer with experience in MVC frameworks, SPA development, REST API design, and CI/CD. Strong background in distributed systems, microservices, Python, and cloud services.
Overview
3
3
Certification
10
10
years of professional experience
Work History
Manager
Deloitte
Kolkata
04.2025 - Current
- Worked on fraud analytics projects within the retail industry to evaluate fraud strategies and develop optimized solutions using Classical and Quantum Machine Learning models.
- Designed and implemented system integration solutions for construction industry clients, enabling seamless data exchange between platforms such as Oracle Primavera P6 EPPM, Procore, and Bluebeam Revu through APIs.
- Developed and deployed scalable integration frameworks to streamline project management, document control, scheduling, and reporting processes across multiple enterprise systems.
- Collaborated with cross-functional teams to define project requirements, objectives, and delivery roadmaps.
- Led stakeholder meetings to discuss project progress, resolve challenges, and ensure successful completion of system architecture initiatives.
- Facilitated workshops and alignment sessions with business and technical stakeholders to establish project goals, priorities, and expectations.
Senior Solution Advisor
Deloitte
Kolkata
06.2022 - 04.2025
- Automated deployment processes using CI/CD tools for efficient software delivery.
- Designed and implemented data pipelines using AWS services.
- Designed cloud architectures using AWS services for diverse client needs.
- Developed predictive models using machine learning techniques for decision-making support.
- Conducted exploratory data analysis to identify trends and patterns in large datasets.
- Mentored junior Data Scientists providing guidance in areas such as statistical modeling techniques and programming languages.
- Worked on projects like case management which involved use of Power Platform stack like Power Automate, Power Apps and Power BI
Lead Solution Advisor
Deloitte
Hyderabad
08.2020 - 06.2022
- Developed scalable web applications using JavaScript, Python, and React frameworks.
- Implemented RESTful APIs to enhance data exchange between front-end and back-end systems.
- Conducted code reviews to ensure quality and adherence to best practices.
- Utilized version control systems such as Git to manage source code changes.
- Developed automated ETL processes for data integration across platforms.
- Designed and implemented smart contracts for various blockchain applications.
Solution Advisor
Deloitte
Hyderabad
11.2018 - 08.2020
- Developed data visualization dashboards using analytical tools for enhanced reporting.
- Analyzed large datasets to identify trends, patterns and correlations for business insights.
- Leveraged SQL queries to extract, transform and load data into databases.
Technology Analyst — Full Stack & Software Engineering
Infosys Limited
Bhubaneswar
07.2014 - 10.2018
- Built a full-stack automated compliance and storage monitoring application — implemented scheduling, policy validation logic, and automated email alert workflows; led a multi-member team as acting Team Lead
- Developed real-time field operations monitoring application using server-side MVC and client-side scripting to track personnel location and activity during high-urgency operational scenarios
- Developed a billing and invoice management portal with multi-mode data ingestion (manual UI entry and spreadsheet file upload), and enforced role-based access control via enterprise identity management (AD groups)
- Designed and developed web-based dashboards using MVC framework, client-side scripting, and CSS frameworks to visualize business KPIs and support ticket analytics with animated graphs and dial indicators
- Built a centralized outage tracking and consolidation system using ORM-based and custom data access patterns alongside procedural SQL; served dual role as Developer and DBA
- Led decommissioning and migration of legacy enterprise collaboration platform to modern replacement, developing new features with platform-native scripting and declarative languages; authored shell scripts for server-side asset transfer automation
- Coordinated full SDLC processes including requirement finalization, workflow analysis, business analysis, code review, unit testing, integration testing, and offshore stakeholder coordination
Education
Bachelor of Technology (B.Tech.) - Electrical, Electronics & Communications Engineering
Institute of Engineering & Management
Kolkata01-2014
Skills
- Generative AI
- Machine learning
- Fraud analytics
- Data analysis
- Python
- C#
- Angular
- React
- SQL
- SQL Server
- REST APIs
- AWS
- DevOps
- CI/CD
- Software deployment
- Distributed Systems
- Ethereum
- RAG
- Agentic Workflows
- Power Platform
- Fraud analytics
Certification
- Microsoft Certified: Azure AI Engineer Associate (AI-102), Microsoft
- Developing Microsoft Azure Solutions (AZ-204), Microsoft
- Fundamentals of Deep Learning, NVIDIA
- Certified ScrumMaster (CSM), Scrum Alliance
Projects
- Predictive Maintenance — IoT & ML, Led development of data science and ML models in Python to predict anomalous device behaviour from IoT sensor signals; leveraged cloud-based data warehouse for large-scale data processing and analysis.
- Data Investigation Platform — AWS ML & GenAI, Architected and led delivery of a cloud-native data investigations platform using production-grade ML and GenAI services on AWS — integrating vector search, serverless compute, data lake, and CDN layers for enterprise-scale deployment.
- Data Extraction & Summarization — LLM / RAG, Led a team in building an LLM-powered RAG pipeline to extract and summarize unstructured data from PDFs and databases, delivering concise actionable insights; integrated real-time data retrieval from subscription-based REST APIs to augment LLM responses with live context.
- System Integration — Enterprise API Layer, Designed and implemented REST API-based data integration solutions connecting enterprise platforms across construction, ERP, and project management domains; ensured reliable bidirectional data flow across heterogeneous systems.
- Data Integration — Low-Code Automation Platform, Managed and integrated data across multiple databases using a low-code enterprise platform; implemented automated workflows and custom case management applications to streamline operations.
- Full Stack Internal Tools — Web Application Suite, Designed and delivered multiple production web applications during early career across MVC, SPA, and hybrid architectures — covering data visualization dashboards, compliance automation, billing management, field operations monitoring, and outage tracking.
Awards
- Five times Outstanding Performance Award — Deloitte
- Most Valuable Player Award — Infosys
- Eight times Applause Award from Project Management — Deloitte
Timeline
Manager
Deloitte
04.2025 - Current
Senior Solution Advisor
Deloitte
06.2022 - 04.2025
Lead Solution Advisor
Deloitte
08.2020 - 06.2022
Solution Advisor
Deloitte
11.2018 - 08.2020
Technology Analyst — Full Stack & Software Engineering
Infosys Limited
07.2014 - 10.2018
Bachelor of Technology (B.Tech.) - Electrical, Electronics & Communications Engineering
Institute of Engineering & Management