Avanish Mane — Product Manager
>>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.
Stackforce AI infers this person is a Fintech expert with strong capabilities in AI/ML and data architecture.
Location: Pune, Maharashtra, India
Experience: 18 yrs 2 mos
Skills
- Ai & Ml
- Data Science
- Data Architecture
Career Highlights
- 18+ years in Data Science and AI leadership.
- Proven track record in banking solutions implementation.
- Expert in scalable data architectures and cloud migrations.
Work Experience
NICE
Tech Manager - Data Science & AI Actimize (2 yrs 8 mos)
Xoriant
Technical Architect (1 yr 4 mos)
Data Architect (1 yr)
Accenture
Data Architect (2 yrs 1 mo)
Tech Arch Delivery Associate Manager (5 yrs)
Infosys
Technology Lead (2 yrs 9 mos)
ORACLE FINANCIAL SERVICES SOFTWARE LIMITED
Associate Consultant (3 yrs 9 mos)
Education
Bachelor of Laws - LLB at Bharati Vidyapeeth
Bachelor of Engineering (B.E.) at Shivaji University