Piyush Mishra

Product Manager

Bengaluru, Karnataka, India6 yrs 8 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expertise in Generative AI and NLP applications.
Patented an intelligent event analytics framework.
Developed scalable full-stack solutions for NLP research.

Stackforce AI infers this person is a Full-Stack AI Engineer specializing in Generative AI and NLP solutions.

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Skills

Core Skills

Generative AiData EngineeringNatural Language Processing (nlp)Full-stack DevelopmentWeb DevelopmentWorkflow Management

Other Skills

EDASemiconductor IndustryPySparkAPIsMinIOArangoDBFAISSDuckDBStreamingData AccessNatural Language GenerationPythonFlaskMongoDBReact

About

At Synopsys Inc., our team advances cutting-edge research and development in Generative AI, leveraging my expertise in Computational Linguistics to create innovative solutions. Our mastery of Time Series Forecasting and REST APIs enables us to push technological boundaries and deliver exceptional results in complex software environments. My journey from a Research Assistant at C.L.E.A.R Lab to a key player in Synopsys's R&D team reflects a dedicated evolution in AI and NLP applications. With a passion for innovation and a commitment to excellence, we strive to transform challenges into opportunities for advancement in AI research and development.

Experience

6 yrs 8 mos

Total Experience

3 yrs 4 mos

Average Tenure

4 yrs

Current Experience

Synopsys inc

R&D Engineer, Staff

Jun 2022 – Present · 4 yrs · Bengaluru, Karnataka, India · Hybrid

Designed and implemented a high-throughput, smart, streaming pipeline from scratch using PySpark. Implemented an event-detection pipeline on the streamed data.
Engineered and optimised APIs for data access across MinIO (Parquet + Delta Tables), ArangoDB (graph store), and FAISS/DuckDB, reducing query time.
Patented an intelligent event analytics framework (Event Analytics and Servicing sYstem – EASY), filed as a US provisional patent.
Partnered and coordinated with application engineers and design teams to deploy pipelines in the customer environment.
Collaborated internationally with Synopsys teams to align GenAI features with product roadmaps, enabling FC run assistance and visualisation.

EDASemiconductor IndustryPySparkAPIsMinIOArangoDB+4

C.l.e.a.r lab, university of colorado boulder

Research Assistant

Sep 2019 – May 2021 · 1 yr 8 mos · Boulder · On-site

Enhanced user experience of Unified Verb Index, a large-scale lexical resource for English verbs, aiding NLP research.
Developed and deployed a scalable full-stack schema curation interface leveraging Python, Flask, MongoDB, and React, published in ACL-IJCNLP 2021.
Streamlined cloud deployment on GCP with Docker and Kubernetes, serving 7 universities on the KAIROS platform.
Contributed to research on schema curation, information extraction, and morphology, supporting 4 peer-reviewed publications.

Natural Language Processing (NLP)Natural Language GenerationPythonFlaskMongoDBReact+4

Mediaocean

Software Developer

Jul 2016 – Mar 2019 · 2 yrs 8 mos · Pune Area, India · On-site

Built engaging UI features for a high-visibility platform like Prisma and Radia.
Designed a Drag&Drop UI component using React and Knockout for the core UI team, accelerating feature adoption.
Engineered the component as a core utility, making it adoptable across teams and resulting in a reduction of duplicated code.
Transformed ad campaign workflow creation for Prisma and Radia platforms, enhancing user experience and reducing campaign creation to a 'Form' completion.

Web ApplicationsSoftware DevelopmentReactKnockoutUI DesignWeb Development

Bmc software

Software Developer Internship

Jul 2015 – Apr 2016 · 9 mos · Pune Area, India · On-site

Implemented workflow visualisation and automation features (AngularJS + Spring).
Improved process clarity by enabling visual tracking and manipulation of workflows.
Integrated features into enterprise-scale IT service management products by collaborating closely with senior engineers.

Business WorkflowsWorkflow ManagementAngularJSSpring