Amit Kumar Yadav
IT Consultant
Singapore
Summary
AI/ML Engineer & Full Stack Developer with 11+ years of experience in designing, developing, and deploying scalable applications. Expertise in AI/ML, cloud computing, and full-stack development using React, Go, Python, and Java. Proven ability to deliver robust AI solutions, optimize data pipelines, and integrate machine learning models into production systems. Strong background in DevOps, cloud technologies, and agile methodologies.
Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.
Overview
18
18
years of professional experience
6
6
years of post-secondary education
Work History
Senior AI/ML Engineer & Full Stack Developer
IBM
09.2012 - Current
- Developed AI/ML models for predictive analytics, customer sentiment analysis, and recommendation systems
- Designed and deployed scalable microservices using Go, Python, and Node.js
- Built end-to-end data pipelines for AI model training, evaluation, and deployment
- Led the development of AI-powered chatbots for enterprise customer support
- Implemented cloud-native solutions using AWS and IBM Cloud for large-scale applications
- Managed CI/CD pipelines with Docker, Kubernetes, and GitHub Actions
- Developed unit and integration tests using Jest, Cucumber, and Enzyme
- Key Projects:
- Beeline (IBM Internal): AI-driven contract management platform
- Developed UI using React/Redux and backend in Go (Gin framework)
- Implemented AI-based contract analytics for anomaly detection
- Deployed with Docker, Kubernetes, and Travis CI
- Engage Support: AI-powered customer engagement platform
- Developed real-time recommendation engine using TensorFlow
- Built Kanban view UI in React and microservices using Spring Boot & Kafka
- Integrated AI-driven predictive insights to improve client experience
Software Engineer (Maximo & AI Integration)
Birlasoft India Ltd.
03.2008 - 09.2012
- Developed AI-enhanced asset management solutions using IBM Maximo and Python
- Integrated AI-driven predictive maintenance models with Maximo for IBM clients
- Built custom reports and dashboards using Cognos and BIRT
- Implemented data-driven decision-making processes using machine learning models
- Key Projects:
- SunPower: Integrated Maximo with SharePoint & AI-based predictive maintenance
- NBCUniversal: Developed automated workflow processes for media asset tracking
- Novartis: AI-powered drug trial management & reporting solutions
Assistant Programmer
MTech India Pvt Ltd.
09.2007 - 03.2008
- Developed and optimized enterprise reporting solutions using Visual Basic & Crystal Reports
Education
Bachelor’s - Computer Science & Engineering (Honours)
Computer Science & Engineering
01.2004 - 01.2007
Polytechnic Diploma - Computer Science & Engineering
Computer Science & Engineering
01.2001 - 01.2004
Skills
Python
Additional Information
Actively contribute to AI/ML research & development in enterprise applications., Passionate about AI ethics, explainability, and model fairness., Open to speaking engagements on AI/ML adoption in enterprise environments.
Projects Open Source Contributions
- Developed an AI-powered resume parser using NLP (SpaCy, Transformers).
- Created an AI chatbot for automated customer support using GPT models.
- Contributed to open-source data pipeline frameworks for ML deployment.
Education Certifications
- Bachelor’s in Computer Science & Engineering (Honours), 01/01/04, 01/01/07
- Polytechnic Diploma in Computer Science & Engineering, 01/01/01, 01/01/04
- IBM Certified AI & Cloud Professional
- AWS Certified Solutions Architect – Associate
Timeline
Senior AI/ML Engineer & Full Stack Developer
IBM
09.2012 - Current
Software Engineer (Maximo & AI Integration)
Birlasoft India Ltd.
03.2008 - 09.2012
Assistant Programmer
MTech India Pvt Ltd.
09.2007 - 03.2008
Bachelor’s - Computer Science & Engineering (Honours)
Computer Science & Engineering
01.2004 - 01.2007
Polytechnic Diploma - Computer Science & Engineering
Computer Science & Engineering
01.2001 - 01.2004
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