Summary

Overview

Work History

Education

Skills

Accomplishments

Interests

Fitness person

Timeline

AKSHATHA G

AI/ML Computational Science Analyst

Bengaluru

Summary

Strategic data professional with over 7 years of experience in real-time AI alerting, machine learning, and financial analytics. Acknowledged as a 6-time recipient of the 'Star of the Business' award at Accenture for exceptional project delivery and technical innovation. Expertise in transforming complex datasets into actionable business strategies utilizing Snowflake, SQL, and Python. Proven success in managing end-to-end model development for global security, effectively onboarding high-value clients from pilot to production through a commitment to technical excellence and a growth-oriented mindset. Passionate about leveraging data-driven insights to drive organizational success and enhance decision-making processes.

Overview

years of professional experience

Languages

Work History

Senior Data Scientist

Accenture – Dataminr (IC)

04.2023 - Current

High-Impact Model Development: Successfully led the end-to-end development of a new set of modelsets, enhancing platform performance and delivering measurable value to global clients.
Global Security & Public Safety: Engineered and deployed specialized real-time detection modelsets, including Bank Robbery Multilingual & Expansions, Aviation Incidents 2, and US Embassy Security.
Regional Alerting Pipelines: Launched tailored public alerting modelsets for Finland (UF PAS), the Gulf region, and Iceland (EU Responder).
AI-Driven Automation: Co-developed a rule-based QA automation framework and currently contributing to the AI-driven QA automation initiative using Gemini for scalable, intelligent quality control.
Client Onboarding: Played a pivotal role in onboarding the Dataminr POC client, mastering new processes to ensure a smooth transition and strengthen client trust.
Technical Mentorship: Supports team members by troubleshooting issues, reviewing work, and sharing best practices to elevate overall performance.

Data Scientist

Accenture – BestBuy

01.2020 - 03.2023

Demand Forecasting: Developed and implemented a demand forecasting model that resulted in a 5% improvement in accuracy.
Retail Optimization: Analyzed extensive datasets, incorporating historical sales data and competitor intelligence to craft precise demand forecasts.
Supply Chain Collaboration: Collaborated with cross-functional teams to integrate forecasts into supply chain planning.

Finance & Accounting Analyst

Aditya Birla

01.2019 - 01.2020

R2R & Accounting: Managed Record to Report (R2R) and general accounting operations.
Process Efficiency: Utilized Shareholder Value Analysis and Finance Strategy to improve financial reporting accuracy.

Finance Analyst (P2P Specialist)

Pitney Bowes

11.2018 - 01.2019

P2P Process Design: Focused on the Procure to Pay (P2P) process, streamlining collection operations and financial workflow efficiency.

Education

Bachelor of Business Administration (BBA) -

PES University

Pre-University - PCMC

Jain College

Secondary Education - undefined

Vijaya Bharathi Vidyalaya

Data Science & Analytics

Great Lakes University

Bengaluru

04.2001 -

Skills

Core Languages: Python (Pandas, Scikit-learn), SQL (Advanced), REGEX, P2P

Specialized AI: Real-time Event Detection, Multilingual NLP Models, Computer Vision (Fault Detection)

Predictive modeling

Big data analytics

Statistical modeling

Optimization techniques

Natural language processing

Neural networks

Sentiment analysis

Machine learning

Ensemble methods

Multivariate analysis

Statistical analysis