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Annu Sachan

Building multi-agent systems. Principal Engineer - Machine Learning at Zycus, IIIT Gwalior

Bengaluru

9+ years of work experience

Zycus
Apr 20242 yrs 7 mosPresent

Bengaluru

Developing Zycus's Multi-Agentic Platform, with a focus on cutting edge AI-driven agentic systems along with intergation with MCPs. Led the design, architecture, and implementation of the Intake Management System, a key use case leveraging a multi-agent conversation paradigm integrated with human-in-the-loop workflows. Driving multiple innovation projects in Merlin, Zycus's advanced AI platform, to improve efficiency and intelligence throughout the procurement-to-pay lifecycle.
Zycus
Apr 20222 yrsMar 2024

Bengaluru

Applied Generative AI to significantly enhance accuracy in metadata extraction from invoices and reduce turnaround times for customer problem resolution. Utilized cognitive analytics to optimize cycle times for invoices, purchase requisitions, and contracts by identifying delay causes and providing actionable recommendations for improvement. Led a team of data scientists in developing innovative solutions and driving impactful projects. Oversaw the design, implementation, and optimization of machine learning models, ensuring high-quality results and fostering professional growth within the team.
Zycus
Apr 20211 yrMar 2022

Bengaluru

Architected and productionized end-to-end document intelligence systems for multilingual invoice extraction and fraud detection using CV and NLP.
UniQreate
Jan 20198 mosAug 2019

Bengaluru Area, India

Worked with a team of 4 Data Scientists to build a generic machine learning module for the product to handle multiple data sets simultaneously with least human intervention and minimum feature engineering.
UniQreate
Mar 201810 mosDec 2018

Bengaluru Area, India

Developed a deep learning based table detection model which increased the data extraction efficiency of the product. Developed a deep learning based page relevance model to reduce the real time document processing time by 20% by removing irrelevant pages from document at an early stage. Handled 3 different data sets for information extraction.
UniQreate
Oct 20176 mosMar 2018

Bengaluru Area, India

Developed a deep learning based custom named entity recognition model which increased the accuracy of financial entity detection by 17% as compared to Stanford NER. Developed a Machine Comprehension Model to assist information extraction from free flowing text.
Ignite Solutions
Jun 20174 mosSep 2017

Pune Area, India

Benchmarked the image matching algorithms in OpenCV for speed and accuracy. Developed an Image Recognition SDK from scratch. Ideated and contributed to the machine learning initiatives in the company.
Surukam Analytics
May 20153 mosJul 2015

India

Worked on the live projects in the field of Artificial Intelligence and Text Analytic. The task at hand was to implement the filter for the tweets that will appear on the wall of a particular user. Sub tasks included document classification, extending the concept of Google word2vec to document vector. The other works included the use of various techniques for keyword extraction.
Campuswhizz.in
Apr 20132 yrs 2 mosMay 2015

Indian Institute of Information Technology and Management, Gwalior

This was a start-up initiated by a team of six students of ABV-IIITM Gwalior providing one stop solution for all the career related problems for the students. I was among the founders, dashboard manager, web developer and blogger for the website.

Annu’s AI Stack

claude code
claude code
cursor
cursor
hugging face
hugging face
langgraph
langgraph
openai
openai
AutoGen
AutoGen

Education

ABV-Indian Institute of Information Technology and Management

Intergrated Post Graduation, Information Technology

ABV-Indian Institute of Information Technology and Management

20125 yrs2017

Intermediate, Computer Science

Woodbine Gardenia School - India

20092 yrs2011

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Headline

Building multi-agent systems. Principal Engineer - Machine Learning at Zycus, IIIT Gwalior

About

As a Principal Engineer in Machine Learning with a deep-rooted passion for advancing AI technologies, I drive innovation at Zycus by leading the development of cutting-edge systems like the Intake Management system and the Merlin AI platform. I lead and actively manage multiple AI projects that are in production and serving a diverse range of clients. My hands-on role involves designing proof of concepts, coding, delegating tasks, mentoring my team, and architecting solutions to deliver production-grade systems. With a solid track record in leading cross-functional teams and delivering impactful solutions across diverse projects—from improving invoice cycle times to developing sophisticated models for data extraction and fraud detection—I've consistently demonstrated my ability to solve complex problems. As a forward-thinking leader, I am committed to pushing the boundaries of technology and fostering a collaborative environment where innovation thrives.

Location

Bengaluru

AI stack

claude code

cursor

hugging face

langgraph

openai

AutoGen

Work experience

Prinicipal Engineer - Machine Learning at Zycus, Apr 2024 - Present · 2 yrs 7 mos, Bengaluru, Developing Zycus's Multi-Agentic Platform, with a focus on cutting edge AI-driven agentic systems along with intergation with MCPs. Led the design, architecture, and implementation of the Intake Management System, a key use case leveraging a multi-agent conversation paradigm integrated with human-in-the-loop workflows. Driving multiple innovation projects in Merlin, Zycus's advanced AI platform, to improve efficiency and intelligence throughout the procurement-to-pay lifecycle.

Senior Staff Engineer - Machine Learning at Zycus, Apr 2022 - Mar 2024 · 2 yrs, Bengaluru, Applied Generative AI to significantly enhance accuracy in metadata extraction from invoices and reduce turnaround times for customer problem resolution. Utilized cognitive analytics to optimize cycle times for invoices, purchase requisitions, and contracts by identifying delay causes and providing actionable recommendations for improvement. Led a team of data scientists in developing innovative solutions and driving impactful projects. Oversaw the design, implementation, and optimization of machine learning models, ensuring high-quality results and fostering professional growth within the team.

Staff Engineer - Machine Learning at Zycus, Apr 2021 - Mar 2022 · 1 yr, Bengaluru, Architected and productionized end-to-end document intelligence systems for multilingual invoice extraction and fraud detection using CV and NLP.

Machine Learning Team Lead at UniQreate, Jan 2019 - Aug 2019 · 8 mos, Bengaluru Area, India, Worked with a team of 4 Data Scientists to build a generic machine learning module for the product to handle multiple data sets simultaneously with least human intervention and minimum feature engineering.

Data Scientist at UniQreate, Mar 2018 - Dec 2018 · 10 mos, Bengaluru Area, India, Developed a deep learning based table detection model which increased the data extraction efficiency of the product. Developed a deep learning based page relevance model to reduce the real time document processing time by 20% by removing irrelevant pages from document at an early stage. Handled 3 different data sets for information extraction.

Associate Data Scientist at UniQreate, Oct 2017 - Mar 2018 · 6 mos, Bengaluru Area, India, Developed a deep learning based custom named entity recognition model which increased the accuracy of financial entity detection by 17% as compared to Stanford NER. Developed a Machine Comprehension Model to assist information extraction from free flowing text.

Machine Learning Engineer at Ignite Solutions, Jun 2017 - Sep 2017 · 4 mos, Pune Area, India, Benchmarked the image matching algorithms in OpenCV for speed and accuracy. Developed an Image Recognition SDK from scratch. Ideated and contributed to the machine learning initiatives in the company.

Machine Learning Intern at Surukam Analytics, May 2015 - Jul 2015 · 3 mos, India, Worked on the live projects in the field of Artificial Intelligence and Text Analytic. The task at hand was to implement the filter for the tweets that will appear on the wall of a particular user. Sub tasks included document classification, extending the concept of Google word2vec to document vector. The other works included the use of various techniques for keyword extraction.

Founder and Developer at Campuswhizz.in, Apr 2013 - May 2015 · 2 yrs 2 mos, Indian Institute of Information Technology and Management, Gwalior, This was a start-up initiated by a team of six students of ABV-IIITM Gwalior providing one stop solution for all the career related problems for the students. I was among the founders, dashboard manager, web developer and blogger for the website.

Education

Intergrated Post Graduation, Information Technology, ABV-Indian Institute of Information Technology and Management

Intermediate, Computer Science, Woodbine Gardenia School - India