Headline

AI Engineer @ EYGDS | MSc in Computer Science From University of Galway | Ex- Software Engineer @Merkle Inc

About

Software Engineer | ML & Gen-AI I am a Software Engineer with over 2 years of professional experience at Merkle, where I built and scaled data-intensive backend systems and automated pipelines. My work focused on developing Node.js servers integrated with AWS Lambda, API Gateway, and S3 to process 10k+ weekly records. I also engineered Python scripts to automate data extraction from Aurora MySQL, reducing manual overhead by 70% while ensuring high data consistency. Additionally, I delivered full-stack solutions for 3+ global clients using Adobe Experience Manager (AEM), OSGi bundles, and RESTful APIs. I hold an MSc in Computer Science (Data Analytics) with 1:1 Honours from the University of Galway. I have developed end-to-end MLOps and AI projects, including a RAG-based automated search engine utilizing agentic orchestration (Antigravity) and LLMs (GPT-4o/Claude) to evaluate and tailor data dynamically. My technical background is further supported by my research in Reinforcement Learning, where I engineered a custom PyTorch pipeline that improved trading agent win rates by 6% through advanced feature engineering. I use Gen-AI tools daily to build, debug, and document complex systems—including an automated workflow that monitors GitHub repositories to generate real-time technical guides. This intersection of traditional software engineering and modern AI is where I thrive, and I approach every problem with a systems-level perspective to ensure high business impact. Open to Software Engineer, ML Engineer, and Gen-AI Engineer roles

Location

Mumbai

AI stack

claude code

github copilot

langgraph

opencode

hermesagent

huggingface

Work experience

Senior Consultant at EY, Aug 2026 - Present · 2 mos, Banglore

Artificial Intelligence Engineer at Lensara Technologies, Jun 2026 - Aug 2026 · 3 mos, Mumbai Metropolitan Region

Teaching Assistant at University of Galway School of Computer Science, Oct 2024 - Apr 2025 · 7 mos, Galway, County Galway, Ireland, Technical Mentorship: Provided real-time debugging and complex problem resolution for 60+ students in lab environments, focusing on Python programming and advanced Java infrastructure. Quality Assurance & Standards: Evaluated and corrected technical assignments to ensure student code adhered to industry-standard clean code practices, fundamental logic requirements, and best practices. Knowledge Synthesis: Translated intricate computing and networking concepts into digestible technical lessons, facilitating a structured learning environment for diverse groups of learners.

Associate Software Developer at Merkle, Jul 2021 - Jul 2023 · 2 yrs 1 mo, Thane, Maharashtra, India, Backend Engineering: AWS Automation: Developed a scalable Node.js server integrated with AWS Lambda, API Gateway, and S3 to automate CSV-to-JSON conversion, handling 10k+ records weekly. Database Pipeline: Engineered Python scripts to automate data extraction from Aurora MySQL to S3, ensuring consistency and reducing manual overhead by 70%. Analyst/Consultant: Interactive Dashboards: Leveraged the Qualtrics platform to design interactive dashboards for vaccine distribution, providing real-time insights into demographics and geographic trends. API Management: Implemented RESTful APIs on Qualtrics to efficiently retrieve and manage JSON data, optimizing survey logic and data reliability. Stakeholder Relations: Facilitated communication with non-technical stakeholders to translate complex data findings into actionable business insights. AEM Full Stack: Adobe Experience Manager (AEM) & Frontend AEM Development: Played a key role in developing and maintaining AEM-based websites for 3+ global clients, building custom CQ5 templates, components, dialogs, and widgets. Backend Integration: Developed OSGi bundles and services within AEM components and configured custom workflow steps for seamless enterprise implementation. Quality Assurance: Engineered unit tests using JUnit to validate OSGi services, ensuring 100% logic accuracy for mission-critical client integrations.

Web Development Intern at Success Mantra Foundation, Aug 2020 - Oct 2020 · 3 mos, • Developed responsive web pages, improving user engagement by 25%. • Integrated third-party APIs to enhance website functionality. • Optimized website performance, decreasing page load time by 30%.

Education

Masters in Computer Science, Data Analytics, University of Galway

Bachelor of Engineering - BE, Information Technology, Thadomal Shahani Engineering college

Public links

github: https://github.com/kjambani