Avanish Mane

Product Manager

Pune, Maharashtra, India18 yrs 2 mos experience
AI EnabledHighly Stable

Key Highlights

  • 18+ years in Data Science and AI leadership.
  • Proven track record in banking solutions implementation.
  • Expert in scalable data architectures and cloud migrations.
Stackforce AI infers this person is a Fintech expert with strong capabilities in AI/ML and data architecture.

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Skills

Core Skills

Ai & MlData ScienceData Architecture

Other Skills

AI/MLAMLActimizeAmazon Web Services (AWS)Apache KafkaBig DataBusiness AnalysisData ContextualizationData EngineeringData LineageData ModelingEnterprise dbExtract, Transform, Load (ETL)Fraud AnalysisFraud Detection

About

>>Dynamic and results-driven technology leader with 18+ years of experience in delivering innovative solutions across Data Science, AI/ML, Data Architecture, & Data Engineering. Having a proven track record at organizations like Xoriant, Accenture, Infosys, and Oracle, I specialize in driving transformative initiatives for Retail, Commercial, Corporate, and Investment Banking clients. >>Currently, I am serving as a Tech Manager at NICE Actimize, leading cross-functional teams of Data Scientists, DevOps Engineers, Data Analysts, Business Analysts, and Consultants in Data Science and AI Enablement. My focus is on developing, validating, & deploying advanced machine learning models to tackle key banking challenges such as Fraud Detection, Anti-Money Laundering (AML), and regulatory compliance. Additionally, I help clients adopt AI and ML technologies, ensuring seamless integration & delivering measurable value (AI Enablement). **Key Accomplishments:** • AI/ML Leadership: Built and lead the AI Enablement team, helping banks leverage AI for Fraud Detection, AML, & compliance. Delivered scalable ML models widely adopted by financial institutions. • Data Science Excellence: Delivered end-to-end ML solutions, including model validation, optimization, and packaging for production readiness. • Data Architecture Expertise: Designed and implemented scalable data architectures for US & European banking clients. • Global Product Delivery: Successfully implemented banking solutions for marquee clients like Citi, Barclays, Deutsche Bank, Mastercard, JPMC, Standard Bank, Investec Bank,etc • Data Engineering Prowess: Delivered robust data warehousing and ETL solutions, including cloud migrations to Azure & AWS. **Certifications:** • Certified Technical Architect • Certified Data Architect • Certified Scrum Master • Certified AWS Developer Associate • Certified AWS Solution Architect **Expertise:** • AI & ML: Fraud Detection, AML, Model Validation, Model Refresh, Tuning, and Collective Intelligence ML Models. • Data Science: Model Development, Performance Monitoring, Degradation Analysis, AI Enablement. • Data Engineering & Architecture: Data Modelling, Data Warehousing, Data Lake/Lakehouse, Cloud Migrations (Azure, AWS), Big Data (Spark, Kafka, Hive). • Database Solutions: RDBMS (Oracle, PostgreSQL, SQL Server), NoSQL (MongoDB), ETL Tools (Informatica, Ab Initio). • Banking Solutions: Actimize , Core Banking Systems (FLEXCUBE, FINACLE), Product Implementation. • Leadership: Team Management, Stakeholder Engagement, Platform Modernization, and Agile Delivery.

Experience

Nice

Tech Manager - Data Science & AI Actimize

Jul 2023Present · 2 yrs 8 mos · Pune, Maharashtra, India

Data ScienceAI/MLFraud DetectionAMLData EngineeringAI & ML

Xoriant

2 roles

Technical Architect

Apr 2022Aug 2023 · 1 yr 4 mos · Pune, Maharashtra, India

Data Architecture

Data Architect

Apr 2021Apr 2022 · 1 yr · Pune, Maharashtra, India

Data Architecture

Accenture

2 roles

Data Architect

Mar 2019Apr 2021 · 2 yrs 1 mo

Data Architecture

Tech Arch Delivery Associate Manager

Aug 2014Aug 2019 · 5 yrs

Infosys

Technology Lead

Nov 2011Aug 2014 · 2 yrs 9 mos · Pune

Oracle financial services software limited

Associate Consultant

Feb 2008Nov 2011 · 3 yrs 9 mos · Pune

Education

Bharati Vidyapeeth

Bachelor of Laws - LLB

Jun 2015Jun 2018

Shivaji University

Bachelor of Engineering (B.E.) — Electronics

Jan 2003Jan 2007

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