Padmanabh Pande

Software Engineer

Zurich, Zurich, Switzerland9 yrs 8 mos experience

Highly Stable

Key Highlights

Over 8 years of experience in software engineering.
Specialized in LLM fine-tuning and scalable serving infrastructure.
Expertise in leveraging Big Data and Cloud Systems.

Stackforce AI infers this person is a skilled AI and Machine Learning engineer with extensive experience in SaaS and Cloud Computing.

Contact

Skills

Core Skills

Machine LearningNatural Language ProcessingDatabase ManagementSoftware Development

Other Skills

AWSAWS LambdaAnalog ElectronicsApache KafkaApache SparkBig DataBig Data AnalyticsCC++Control Systems DesignDigital ElectronicsEmbedded SystemsFraud DetectionGoogle Cloud Platform (GCP)Hadoop

About

I have been a software engineer for more than 8 years, specializing in LLM fine-tuning, evaluations, and scalable serving infrastructure. My expertise extends to Big Data, Databases, and Cloud Systems, enabling me to leverage data to solve complex problems and create meaningful impact. I'm driven by the potential of Generative AI to unlock new possibilities, amplify human creativity and problem-solving. Let's connect if you're exploring the cutting edge of GenAI.

Experience

Google deepmind

Software Engineer, Machine Learning

Nov 2024 – Present · 1 yr 4 mos · Zurich, Switzerland

Working in Gemini Safety & Security, I developed a configurable policy infrastructure for Gemini extensions, ensuring secure integration with services like Google Workspace & Services.
I also improved Gemini’s resilience against indirect prompt injection and data exfiltration, enhancing its overall security and fortifying user data privacy.

Machine LearningNatural Language ProcessingPython

Google

2 roles

Software Engineer, Machine Learning

Promoted

Apr 2022 – Nov 2024 · 2 yrs 7 mos

In LaMDA, enhanced model's factuality and pioneered personalization capabilities via supervised fine-tuning, driving more engaging and user-aligned AI interactions.
In Gemini, co-founded and led the development of LLM's response modification capabilities through post-training, empowering precise, user-directed content refinementfor for enhanced creative applications.

Machine LearningNatural Language ProcessingPythonC++

Software Engineer

Dec 2020 – Apr 2022 · 1 yr 4 mos

Built Query Insights for PostgreSQL and MySQL that provides an end-to-end solution to monitor and diagnose database performance in GCP.

PostgreSQLMySQLBig DataDatabase Management

Freshworks

Senior Software Engineer - Machine Learning

Oct 2019 – Nov 2020 · 1 yr 1 mo · Bengaluru, Karnataka, India

Designed ML-pipeline for deals forecasting feature of Freshworks CRM with Apache Spark, Hive, AWS Sagemaker, Lambda, S3, RDS, and Redis.
Built unified A/B testing platform with Apache Kafka, AWS Lambda, and RDS to manage ML systems with zero-code integration and real-time monitoring.

Machine LearningApache SparkAWS

Ipsoft

Research And Development Engineer

Aug 2017 – Sep 2019 · 2 yrs 1 mo · Bengaluru, Karnataka, India

● Developed machine learning solutions for Fraud Management System (FMS) in telecom to identify real-time frauds worth $1M per month and provided auto-remediation.
● Worked with global customers to provide AI solutions using social media analysis, sentiment analysis, named entity recognition, topic modeling, recommendation engines.
● Led migration of on-premise services to AWS; handled EC2, S3, RDS, Route 53, VPCs etc.

Machine LearningAWSFraud Detection

Oracle

Member Technical Staff

Jun 2016 – Aug 2017 · 1 yr 2 mos · Bengaluru, Karnataka, India

● Worked on Oracle Internet Directory (LDAP server) as a C developer, added enhancements to synchronization of OID with external data sources.
● Built a real-time log analysis system for OID using Hadoop and MapReduce to monitor server health and to report major server-side errors.

CHadoopMapReduceSoftware Development