Annu Sachan
Prinicipal Manager - Machine Learning at Zycus
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAnnu Sachan is a Principal Manager in Machine Learning with 11 years of experience building production-grade AI systems and leading cross-functional teams at Zycus from Bengaluru. She architects and ships enterprise ML solutions—ranging from a multi-agent Intake Management system to the Merlin AI platform—that improve procure-to-pay processes like invoice extraction, fraud detection, and cycle-time optimization. Hands-on in prototyping and coding, she blends generative AI, computer vision, and cognitive analytics to reduce turnaround times and boost extraction accuracy in multilingual, scanned-document workflows. Her career traces a steady progression from deep-learning research (table and entity detection) to product-scale ML leadership, reflecting both technical depth and delivery ownership. Known for mentoring teams and embedding human-in-the-loop designs, she balances automation with practical operational controls for real-world deployments. Beyond product work, she brings early-stage startup experience and a penchant for squeezing latency and relevance gains out of document pipelines—often by eliminating irrelevant pages early in processing.
11 years of coding experience
9 years of employment as a software developer
High School Mathematics and Computer Science, High School Mathematics and Computer Science at St Francis Inter College, JhansiIntergrated Post Graduation Information Technology, Intergrated Post Graduation Information Technology at ABV-Indian Institute of Information Technology and ManagementIntermediate Computer Science, Intermediate Computer Science at Woodbine Gardenia School - India
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
word2vec10
fasttext10
topic-modeling10
latent-dirichlet-allocation9
lda9
corpus9
word-embeddings9
data-mining9
gensim9
sentence-similarity9
glove9
nlp9
python8
natural-language-processing8
information-retrieval8
Programming languages (1)
Github contributions (5)
annusachan24/Digit-Recognizer
Mar 2015 - Jun 2017
Contributions:5 commits, 5 pushes in 2 years 3 months
annusachan24/Python-Code
Sep 2016 - Jul 2017
Contributions:1 push, 1 branch in 10 months
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