Kabir Khaleque
AI Engineer / Banking IT Specialist
Experience
AI Engineer / Banking IT Specialist
Hamburg Commercial Bank (HCOB) & Real Estate Firm
- Developed a retrieval-augmented generation (RAG) application using LangChain and LangGraph for corporate document parsing, delivered as an installable Electron desktop application with local AI models via Ollama.
- Currently providing ongoing AI feature support for the Loan Pricing Tool at Hamburg Commercial Bank, with a commitment of three days per month.
- Architected Kubernetes-native solutions, including Helm chart configuration and Azure DevOps pipeline integration.
Team Lead / Infrastructure Architect / DevOps / Developer
Hamburg Commercial Bank (HCOB)
- Designed and delivered the Loan Pricing Tool, overseeing architecture and implementation using R Shiny, and deploying the solution on Azure Kubernetes with full CI/CD, Data Factory integration, and middleware interfacing.
- Migrated the Balance Sheet Management platform from on-premise Cloudera to Azure Databricks, including the implementation of AI prototypes for large dataset analysis.
- Implemented a KYC solution, reusing platform components for digital onboarding as part of the HSH Digitalisation programme.
Technical Architect / Developer
HSH Nordbank
- Designed and built the first enterprise data warehouse in Cloudera for the Balance Sheet Management team, including protocols for data ingestion, transformation, and reporting.
- Led the architecture and implementation of a cloud migration to Azure HDInsight, followed by a subsequent migration to Databricks, delivering an AI analytics prototype.
Data Architect / Team Lead
Deutsche Börse
- Architected and deployed an ultra-low latency global trading platform for the International Securities Exchange (ISE) and Eurex, achieving production-ready performance in options and futures trading.
- Provided technology leadership by selecting Oracle Coherence, MySQL Cluster, and custom C++ components, managing the entire project lifecycle from design to ongoing support.
Data Architect / Senior Developer
DKIB (Dresdner Kleinwort Benson)
- Led project design and implementation for RWS (Reporting Workstation), a Sybase ASE 15/IQ/Linux/Java-based data warehouse supporting risk data for 2,000+ users and downstream systems. Developed the database using star and snowflake schemas for normalized data, handled coding, subversion control, and release environment setup for developer testing.
- Reduced data loading times by 10,000-fold at DRKW and cut system upgrade times from 68 hours to 8 hours at Commerz Financial.
Architect / Consultant
Deutsche Boerse, DRKW, Credit Suisse, SMS0 and Baitella
- Provided architecture, consultancy, and IT solutions for Deutsche Börse, DRKW, Credit Suisse, SMS0, and Baitella, focusing on system optimisation, database design, and scalable infrastructure for finance and e-commerce projects.
IT Architect
DG Bank
- Architected a global risk project for Infinity, handling documentation, design, and implementation of ten data import systems mapped to the Montage data model. Led production deployment, support, and release process definition using Sybase ASE 12, C++, and shell scripting.
Team Leader / Lead Developer
Commerz Financial Products
- Led Summit v2.4 to v2.5 upgrade, reconstructing processes and modules to reduce upgrade time from 68 to 8 hours.
- Coordinated global upgrades in Paris, Frankfurt, New York, and Tokyo.
- Installed the Summit system solo in Paris, utilizing Sybase administration skills due to limited IT resources.
Team Leader
ING Barings
- Directed a team of ten developers to implement a bespoke data warehouse feeding Summit for Risk IT, introducing BOM architecture and separating market, counterparty, and static data into three databases.
- Managed rollout across London, New York, Amsterdam, Tokyo, and Sao Paulo, ensuring quality assurance, stable testing environments, and regression testing.
- Utilized C++, Unix, Rogue Wave, Persistence, and Orbix.
Team Leader
Lehman Brothers
- Implemented a global credit reporting system using a C++ client/server solution with Sybase and Rogue Wave, achieving CAD 1996 regulatory compliance for a consortium of over twenty banks.
- Managed global project rollouts, successfully deploying solutions in London, New York, Amsterdam, Tokyo, and São Paulo.
- Delivered regulatory compliance solutions including CAD, KYC, and risk reporting systems for several tier-1 banks.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Banking and Finance (30 years), Retail (2.5 years), and Real Estate (0.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (30 years), Business Intelligence (14 years), Project Management (10 years), Product Development (9.5 years), Finance (9.5 years), and Operations (0.5 years).
Summary
With over 35 years of experience as an IT Architect, Kabir Khaleque has consistently delivered mission-critical systems for Tier 1 investment and commercial banks. He specialises in integrating artificial intelligence and machine learning, developing low-latency trading platforms, designing risk management systems, and implementing enterprise data warehousing solutions. Kabir has a proven ability to lead projects from inception through to production and has presented at the board level.
- Development of AI/ML and retrieval-augmented generation (RAG) applications for the processing of financial documents.
- Design and deployment of ultra-low latency trading and market data systems.
- Implementation of regulatory reporting solutions, covering areas such as CAD, KYC, and balance sheet management.
- Creation of platforms for foreign exchange (FX), derivatives, and equities trading.
- Expertise in migrating systems to the cloud (Azure, Databricks, Cloudera), as well as modernising on-premise infrastructure.
Skills
- Ai/ml & Modern Stack: Python, Langchain, Rag, Ollama, Electron, R Shiny
- Cloud & Devops: Azure (Databricks, Data Factory, Devops), Kubernetes, Helm, Docker, Ci/cd
- Databases: Oracle, Sybase, Mysql, Postgresql, Teradata, Sqlite, Cloudera
- Languages: C++, Java, Javascript, Typescript, Python, Sql, Shell Scripting, C#
- Frameworks: Angular, React, Node.js, J2ee, .Net, Visual Basic
- Infrastructure: Linux/unix, Windows, Orbix, Rogue Wave, Load Balancing, High Availability
- Banking Systems: Summit, Murex, Infinity (Montage), Gip, Prophet, Kyc Platforms
Languages
Education
Imperial College London
BSc(Eng), Computer Science · Computer Science · London, United Kingdom
A-Levels
O-Levels
Profile
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