Shiv Deepak Tripathi
AI/ML Engineer
Noida
Summary
AI/ML Data Specialist | Senior Data Engineer | 14+ Years
Cloud & Big Data | Databricks certified | Team Leadership
Developing AI applications, specializing in Agentic AI systems. Proficient in building autonomous, tool-using agents using LangChain, OpenAI Assistants API, and vector-based retrieval techniques. Experienced in deploying LLM-powered systems for enterprise use cases including RAG, document automation, and process orchestration. Strong hands-on skills in Python, APIs, and GenAI tools.
Leadership & innovation – Mentored engineers, aligned data strategy with business goals, and drove adoption of cutting-edge tools (GEN AI, Databricks, Kubernetes, ML flow etc)
Overview
14
14
years of professional experience
7
7
years of post-secondary education
3
3
Certifications
2
2
Languages
Work History
Sr. AI/ML Engineer
Genpact
02.2022 - Current
- Designed and deployed an internal Agentic AI system using LangChain and OpenAI to automate knowledge retrieval across business units.
- Built multi-tool agents capable of browsing web, summarizing documents, and interacting with APIs.
- Led development of LangGraph-based multi-agent workflows for procurement automation.
- Developed a multi-agent legal review assistant for a US-based firm using OpenAI APIs, LangGraph, and vector search, reducing contract analysis time by 65%
- Created features for ML models in Databricks and managed lifecycle
- Created pipeline in Databricks and automating the workflow
- Ensured feature data quality through rigorous testing, validation, and monitoring of all data assets, minimizing inaccuracies and inconsistencies.
- Participated in strategic planning sessions with stakeholders to assess business needs related to data engineering initiatives.
- Optimized data pipelines by implementing advanced ETL processes and streamlining data flow.
- Mentored junior team members in best practices for software development, code optimization, and troubleshooting techniques.
Data Scientist
Philips Healthcare
05.2015 - 02.2022
- Streamlined data collection methods to minimize analysis errors.
- Automated repetitive tasks using scripting languages such as Python, saving time during the analytical process significantly.
- Optimized machine learning pipelines and computational resources deployment strategies resulting in reduced processing times.
- Developed classification models based on NLP problem statements.
- Created end to end framework for Model development.
- Lead the project having 4 team members.
Associate Software Engineer
Cognizant Technologies
12.2014 - 04.2015
- Collaborated on ETL tasks (Hadoop framework), maintaining data integrity and verifying pipeline stability.
- Enhanced data quality by performing thorough cleaning, validation, and transformation tasks.
- Collaborated with cross-functional teams for seamless integration of data sources into the company''s data ecosystem.
Software Engineer
Infosys
12.2013 - 11.2014
- Developed scalable and maintainable code, ensuring long-term stability of the software.
- Integrated new technologies into existing systems, increasing capabilities and improving overall performance.
- Developed reusable components that significantly reduced development effort on multiple projects.
- Implemented effective debugging strategies, resulting in fewer software defects and increased reliability.
Project Engineer
Wipro Technologies
02.2011 - 11.2013
- Provided technical expertise throughout all phases of the project, ensuring accurate execution of designs and specifications.
- Maintained records for each project and engineering discipline.
- Monitored installation of materials and equipment for compliance with drawings and specifications.
- Completed construction tasks while providing safe working conditions, staying on budget and meeting project deadlines.
Education
Bachelor of Technology - Computer Science
Gautam Budhh University
Greater Noida, India 07.2007 - 06.2010
Diploma - Electronics Engineering
UP Board of Technical Education
Kanpur, India 07.2004 - 01.2007
Intermediate Certificate - Math
Janta Inter College
Auraiya, India 07.2003 - 06.2004
High School - Mathematics
Janta Inter College
Auraiya, India 07.2001 - 06.2002
Skills
Python programming
Data pipeline design
Agentic AI Systems
Machine learning
Traditional ML & DL
Gen AI Vector Search & RAG
PySpark
Databricks
AWS Services
Advance SQL
Kubernetes
Accomplishments
Advanced to final round with a novel solution.
Participated every year in Hackathon with new idea.
Filed the patent for 3 ideas Till Date.
Certification
Databricks Certified Data Engineer Associate
Timeline
Databricks Certified Data Engineer Associate
05-2025
Jigsaw ML incubator certified
03-2023
Sr. AI/ML Engineer
Genpact
02.2022 - Current
Data Scientist
Philips Healthcare
05.2015 - 02.2022
Associate Software Engineer
Cognizant Technologies
12.2014 - 04.2015
Software Engineer
Infosys
12.2013 - 11.2014
Project Engineer
Wipro Technologies
02.2011 - 11.2013
Bachelor of Technology - Computer Science
Gautam Budhh University
07.2007 - 06.2010
Diploma - Electronics Engineering
UP Board of Technical Education
07.2004 - 01.2007
Intermediate Certificate - Math
Janta Inter College
07.2003 - 06.2004
High School - Mathematics
Janta Inter College
07.2001 - 06.2002
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