Archana Srinivasa
Berlin
Summary
Results-driven Associate Product Manager with 2+ years of experience in AI solution development, business process optimization, and product innovation. Proven track record in developing and implementing customized AI solutions for business processes, with expertise in machine learning model development and stakeholder management. Strong technical foundation in Python, R, Scala, and data analysis combined with strategic product management skills. Successfully launched products from concept to market while collaborating with cross-functional teams of 50+ professionals.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Associate Product Manager
Tresata
10.2023 - 11.2024
- Identified business opportunities and developed comprehensive strategies for implementing AI solutions across multiple product lines
- Analyzed business processes for optimization opportunities, resulting in 85% improvement in prediction accuracy through AI automation
- Built strong networks with internal stakeholders and external partners across a 50+ person team to ensure effective implementation of AI strategies
- Developed customized AI solutions for business process automation, streamlining workflows and reducing manual intervention by 60%
- Managed product roadmap and coordinated with cross-functional teams including engineering, design and business development
Product Engineer
Tresata
01.2023 - 09.2023
- Created engineering documentation for manufacturing processes.
- Created & Reviewed product designs for completeness.
- Designed and implemented data pipelines using Scala, and Apache Spark for large-scale data processing
- Performed comprehensive market research to support downstream product development and business decision-making.
Data Engineer
Tresata
03.2022 - 12.2022
- Collaborated on ETL (Extract, Transform, Load) tasks, maintaining data integrity and verifying pipeline stability.
- Developed machine learning models for sentiment analysis and classification using Python (NLTK, Deep-learning models)
- Improved prediction accuracy by 85% through advanced feature engineering and model optimization techniques
- Scraped and processed large datasets for comprehensive data analysis
- Performed extensive EDA to identify patterns and insights supporting product development initiatives
Education
Master of Science - Physics
Jain University
India08-2019
Bachelor of Science - Computer Science, Physics, Mathematics
Bangalore University
India05-2017
Skills
- Business Process Analysis & Optimization
- Machine Learning Model Development
- Data Engineering & Automation
- Product Innovation & Strategy
- Programming: Python, R, Scala, Apache Spark
- ML/AI: NLTK, TensorFlow, Statistical Modeling, Deep learning models
- Product Management Tools: Jira, Confluence, Figma
- Data Analysis: SQL, EDA, Data Visualization
- Stakeholder Management & Network Building
- Cross-functional Team Leadership
- Strategic Planning & Business Opportunity Identification
Product Roadmap Development & Process Optimization
Certification
- Certified Product Manager – Udemy
- Certified Scrum Master (CSM) – Scrum Alliance
- Mastering Apache Airflow – Udemy
Timeline
Associate Product Manager
Tresata
10.2023 - 11.2024
Product Engineer
Tresata
01.2023 - 09.2023
Data Engineer
Tresata
03.2022 - 12.2022
Master of Science - Physics
Jain University
Bachelor of Science - Computer Science, Physics, Mathematics
Bangalore University
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