Amit Shivpratap Singh
Professional Summary
Highly skilled AI Engineer and Full-Stack Developer focused on AI Agent Architecture, Large Language Models (LLMs), and Workflow Automation. Proven track record in designing scalable data systems, integrating LLMs via advanced APIs, and building centralized platforms that replace manual processes. Expertise includes establishing robust data foundations, standardizing complex program metadata, and delivering actionable ML-driven insights to optimize technical program management and operational governance at scale.
Skills
Programming Languages: Python, Java, C++, JavaScript (React.js, Node.js), PHP, Bash, SQL
AI & Machine Learning: LLMs, Natural Language Processing (NLP), Prompt Engineering, Machine Learning Pipelines, OpenAI API, Data Structures, Algorithms
Infrastructure & Systems: Full-Stack Development, Distributed Systems, System Design, REST APIs, Splunk, Elasticsearch, MongoDB, Linux
Workflow & Automation: Workflow Automation, Standardized Program Metadata, Technical Program Management (TPM) workflows, Jira, Power BI
Professional Experience
Philips — Bengaluru, India
Jun 2025 — Present- Promoted to full-time Automation & AI Engineer; leading end-to-end design and deployment of AI-driven automation systems across product lifecycle workflows.
- Architecting intelligent agents and LLM-integrated pipelines to further reduce manual intervention and drive operational governance at scale.
- Architected a centralized, full-stack application to automate Phase-In/Phase-Out (PIPO) product lifecycle workflows, replacing manual Excel-based processes and establishing a unified data foundation, saving an estimated 3,000 man-hours annually.
- Implemented standardized program metadata schemas and integrated ML pipelines to process historical supply chain data, extracting real-time, actionable insights that improved transition predictability.
- Developed ML-driven workflow automation tools that eliminated manual data processing overhead, reducing product transition workflow times by an estimated 40% and enhancing operational governance.
NationTechPro — Remote
Nov 2024 — Jan 2025- Conducted deep-dive research into market trends and product innovations, partnering with Engineering and Product teams to define requirements and drive development across the lifecycle of solutions.
- Analyzed large-scale datasets to identify workflow bottlenecks, advocating for engineering best practices and data-driven predictability in product delivery.
Technical Projects
KairosEye — AI-Powered API Monitoring & Anomaly Detection System
Jan 2025 — Apr 2025- Engineered a full-stack AI monitoring system for distributed environments, establishing a robust data foundation for cross-environment log correlation and real-time alerting.
- Developed ML-based anomaly detection modules to analyze response times and error rates, delivering predictive insights that forecast system failures and enhance architectural reliability.
HackFusion — AI-Enhanced Autonomous Cybersecurity Toolkit
Jan 2025 — Mar 2025- Built an autonomous, AI-driven command-line interface (CLI) toolkit integrating the OpenAI API to provide intelligent, real-time workflow recommendations for vulnerability scanning.
- Automated complex post-exploitation workflows, allowing the AI agent to dynamically assess environments and suggest optimal security configurations without human intervention.
MagicAI — AI-Powered Content Generation SaaS Platform
Sep 2024 — Nov 2024- Drove the full software development life-cycle of a scalable SaaS application, integrating NLP models to automate the generation of high-quality marketing copy and code snippets.
- Designed a secure, accessible user interface with robust subscription governance (Stripe API) and standardized database schemas.
AuditX — Smart Contract Audit System
Jul 2024 — Aug 2024- Defined requirements and drove the development of a web-based automated auditing system, enabling secure uploads and detailed vulnerability assessments.
Leadership & Volunteering
CENTINELS Clubs, SRM — Chennai, India
Aug 2023 — Present- Spearhead innovative technology initiatives, leading a dynamic team of developers to build web-based solutions that streamline administrative operations.
- Provide technical leadership across full-stack development, mentoring junior engineers in best practices, code review, and system design.
Education
SRM University — Chennai, India
Aug 2022 — Expected 2026- CGPA: 9.33 / 10.0
Certifications & Awards
- Certifications: AWS Academy Machine Learning Foundations, Google Foundations of Cybersecurity, IBM Cloud Computing Fundamentals.
- Awards: 2nd Place at Nation Tech Pro Hackathon 2024 (Global Innovation Award); 3rd Place at HackNova 2024 (24-hour coding challenge by NSCC).