Sameer Surjikar

AI Researcher

Bengaluru, Karnataka, India14 yrs 9 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Led a team of 20+ data professionals.
Delivered AI-driven solutions for edge-to-cloud networks.
Expertise in Generative AI and advanced Language Models.

Stackforce AI infers this person is a Data Science leader in AI-driven networking solutions.

Contact

Skills

Core Skills

Generative AiMachine LearningArtificial Intelligence (ai)Statistical Modeling

Other Skills

Leadership and Team ManagementProject ManagementRisk ManagementJavaScalaApache SparkHadoopHbaseHibernateSpringCore JavaSQLLinuxAgile MethodologiesSoftware Development

About

Dynamic Senior Data Science Manager with an impressive 14+ year journey, leading software development across diverse realms with experience of handling petabyte-scale data coming from 40 different data feeds. Lead a team of data scientists to design and deliver Generative AI and deep learning-based solutions within Aruba/HPE’s edge-to-cloud and AIOps vision with a focus on AI-driven networks. Accomplished in steering cross-functional teams of professionals, including data engineers, scientists, architects, developers, and program managers. Committed to harnessing cutting-edge technologies for proactive anomaly detection, recommenders, real-time insights, targeted peer clustering with baselines, and informed decision-making, showcasing expertise in working with advanced Language Models (LLMs).

Experience

Hpe aruba networking

5 roles

Senior Data Science Manager

Promoted

Feb 2023 – Present · 3 yrs 1 mo · Bengaluru, Karnataka, India

Dynamic Senior Data Science Manager with an impressive 14+ year journey, leading software development across diverse realms with experience of handling petabyte-scale data coming from 40 different data feeds.Lead a team of data scientists to design and deliver Generative AI and deep learning-based solutions within Aruba/HPE’s edge-to-cloud and AIOps vision with a focus on AI-driven networks. Committed to harnessing cutting-edge technologies for proactive anomaly detection, Recommenders, real-time insights, targeted peer clustering with baselines, and showcasing expertise in working with advanced Language Models (LLMs).
Key Responsibilties:
Skillfully directed and empowered multidisciplinary teams of over 20 experts, spanning data engineers, data scientists, architects, developers, program managers, and test engineers.
Successfully completed and lead projects related to:
Targeted Peer Clustering for recommendation-based peer network.
Llama 2 Fine-tuning for custom Networking Generative AI Use cases for confidential data.
AI-driven network anomaly detector.
Statistical Modeling-based Baseline for data-driven threshold generation.
Real-Time Clustering for connectivity issues.
Developed End-to-End AI-driven self-managed networks.
Supervised Learning-based Recommenders for networking configurations.
Instrumental in realizing Aruba/HPE’s edge-to-cloud and AIOps vision, contributing strategic insights to cloud, big data engineering, and data science endeavors.
Orchestrated the development of high-performance cloud-based applications using technologies such as Spark, Hadoop, Scala, and Cassandra.
Spearheaded end-to-end application modules, including data ingestion, real-time analytics engines, RESTful APIs, and user interfaces.
Key Skills : Generative AI , statistical modeling, Machine Learning, Artificial Intelligence (AI), Leadership and Team Management

Generative AIstatistical modelingMachine LearningArtificial Intelligence (AI)Leadership and Team Management

Data Science Manager

Apr 2022 – Feb 2023 · 10 mos · Bengaluru, Karnataka, India

Senior Data Scientist

Promoted

May 2020 – Apr 2022 · 1 yr 11 mos · Bengaluru, Karnataka, India

Data Scientist

Jul 2018 – May 2020 · 1 yr 10 mos · Bengaluru, Karnataka, India

Big Data Engineer

Oct 2016 – Jul 2018 · 1 yr 9 mos · Bengaluru, Karnataka, India

Pubmatic

2 roles

Principal Software Engineer

Promoted

Mar 2016 – Oct 2016 · 7 mos · Pune Area, India

I have been working on for last one and half years to build a new data platform from ground up in Spark on more than 400 node cluster hardware. PubMatic gets around 20-25 TB data everyday which need be processed to get meaningful insights We built a new platform for crunching this 20-25 TB data. A new analytics slice and dice UI was built on top of the processed data, which was providing slice and dice on around 40 dimensions and 50 metrics. Aggregated data size itself was around 1-2 TB every day.
My responsibilities included –
Build scalable data platform for handling 20 billion of impressions at petabyte scale of data across different geographies which will replace legacy systems.
Architected data platform & data processing pipelines with combination of the following technologies:
Hadoop, Map Reduce, YARN, Spark, Hive, Kafka, Avro, Hbase, Spark SQL, Avro, Parquet.
Language used was Java and Scala. This provides data processing systems for multi-petabyte scale data lake.
Deep experience defining big data solution architectures and component designs, exploring technical feasibility tradeoffs, creating POCs using new technologies and producing best solutions in line with business requirements
Worked with product team & business teams in defining product roadmap with requirements (functional/non-functional) that can optimally fit into the platform
Collaborated with business stakeholders in analysis of requirements, effort and timeline estimation, deliverable planning & monitoring, resource & risk management.

Senior Software Engineer

Jun 2015 – Feb 2016 · 8 mos · Pune Area, India

I have been working on for last one and half years to build a new data platform from ground up in Spark on more than 400 node cluster hardware. PubMatic gets around 20-25 TB data everyday which need be processed to getmeaningful insights. We built a new platform for crunching this 20-25 TB data. A new analytics slice and dice UI was built on top of the processed data, which was providing slice and dice on around 40 dimensions and 50 metrics. Aggregated data size itself was around 1-2 TB every day.
My responsibilities included –
Build scalable data platform for handling 20 billion of impressions at petabyte scale of data across different geographies which will replace legacy systems.
Architected data platform & data processing pipelines with combination of the following technologies:
Hadoop, Map Reduce, YARN, Spark, Hive, Kafka, Avro, Hbase, Spark SQL, Avro, Parquet.
Language used was Java and Scala. This provides data processing systems for multi-petabyte scale data lake.
Deep experience defining big data solution architectures and component designs, exploring technical feasibility tradeoffs, creating POCs using new technologies and producing best solutions in line with business requirements

Citi

Software Developer

Apr 2014 – May 2015 · 1 yr 1 mo · Pune Area, India

At Citi , I have worked on solution to aggregated and created reports out of Risk Analysis data which looked at the citi bank Historic investment.
Technologies used
Java, Spring , Hibernate , Jersey , Shell Scripting, Jsp/Servlet , J2EE , Tomcat6 , Apache , JAXB , Apache HTTP Component , Rest , Agile , Linux , Spring MVC.

Enlighted inc

Software Engineer

Jan 2012 – Apr 2014 · 2 yrs 3 mos · Pune Area, India

At Enlighted I was responsible for development of Enlighted Energy Management Server and also have extensive exposure to domain of integrating embedded system with out server.
Technologies Used
Java, Spring , Hibernate , Jersey , Shell Scripting, Jsp/Servlet , J2EE , Tomcat6 , Apache , JAXB , Apache HTTP Component , Rest , Agile , Linux , Spring MVC.

Saba software

Junior Programmer

Mar 2011 – Nov 2011 · 8 mos · Pune Area, India

working at Saba Softwares gave me exposure to technologies and framework like Java, Spring , Hibernate , Jersey , Shell Scripting, Jsp/Servlet , J2EE , Tomcat6 , Apache , JAXB , Apache HTTP Component , Rest , Agile , Linux , Spring MVC.