Goutham Kumar — Data Scientist

👋 AI/ML Engineer | Building Future-Ready Data Solutions | GenAI & Automation Leader | Growth Catalyst At the crossroads of business strategy and advanced machine learning, I transform cutting-edge data science into real-world business impact. With 7+ years of experience across large-scale analytics, LLMs, and AI solutions—most recently as a Data Scientist driving GenAI initiatives at NetApp—I’m passionate about solving high-value problems, automating complexity, and empowering teams to innovate. 🔬 Generative AI Innovator: Expert in architecting and deploying scalable AI/ML solutions, including agent-based digital assistants and LLM development frameworks. Notably led the implementation of AgentIQ PoC at NetApp in partnership with Nvidia, setting new standards for organizational LLM evaluation and observability. 📈 Strategic Insight Maker: Proven track record in advanced time-series forecasting (92%+ accuracy on $1Bn assets), churn prediction for high-value segments, and margin modeling for $7B+ enterprises—helping shape business and go-to-market strategies through actionable analytics. ⚙️ Automation & MLOps Advocate: Proficient in streamlining processes using Python, SQL, PyTorch, TensorFlow, Databricks, and cloud tools. From designing robust data pipelines to championing reproducibility and model performance, I drive efficiency at scale. 🌱 Growth Leader & Community Builder: Initiator of GenAI learning communities; mentor and collaborator who believes diverse perspectives spark superior innovation. Recognized through multiple awards (including ‘Employee of the Quarter’) for exceeding expectations and fostering a culture of curiosity and execution. I thrive in fast-paced, ambiguous landscapes and am energized by opportunities to learn, build, and lead transformative data-driven solutions. Let’s connect to discuss how I can help your organization harness the full potential of AI, GenAI, and automation to unlock growth. #AI #MachineLearning #GenAI #LLMs #BusinessIntelligence #DataStrategy #MLOps #Innovation #Automation #Leadership #DataScience #ConstantLearner #GrowthMindset

Stackforce AI infers this person is a skilled AI/ML Engineer with a strong focus on data-driven business solutions.

Location: Bengaluru, Karnataka, India

Experience: 7 yrs 7 mos

Skills

Machine Learning
Data Science
Business Analytics
Data Visualization
Strategic Planning
Operations Management

Career Highlights

Expert in architecting scalable AI/ML solutions
Achieved 92% accuracy in advanced forecasting
Initiated GenAI learning communities for innovation

Work Experience

NetApp

Data Scientist - AI/ML (1 yr 8 mos)

Business Intelligence Analyst 3 (3 yrs 2 mos)

Shri Devnandi Electronics

Business development executive (1 yr 7 mos)

Tata Consultancy Services

Assistant systems Engineer (1 yr 2 mos)

Education

Post Graduate Program in Data Science at Praxis Business School

Bachelor of Technology - BTech at Amrita Vishwa Vidyapeetham, Coimbatore

Fundamnetals of Generative AI at Stanford University

Goutham Kumar

Data Scientist

Bengaluru, Karnataka, India7 yrs 7 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in architecting scalable AI/ML solutions
Achieved 92% accuracy in advanced forecasting
Initiated GenAI learning communities for innovation

Stackforce AI infers this person is a skilled AI/ML Engineer with a strong focus on data-driven business solutions.

Contact

Skills

Core Skills

Machine LearningData ScienceBusiness AnalyticsData VisualizationStrategic PlanningOperations Management

Other Skills

PythonSQLLLMNvidiaArize PhoenixAdvanced Time-series ForecastingTableauAnalytical SkillsPresentation SkillsMarket ResearchCustomer Relationship ManagementData AnalyticsAIClient Relationship ManagementProblem Solving

About

Experience

7 yrs 7 mos

Total Experience

2 yrs 6 mos

Average Tenure

4 yrs 10 mos

Current Experience

Netapp

2 roles

Data Scientist - AI/ML

Promoted

Sep 2024 – Present · 1 yr 8 mos · Hybrid

Customer Zero Use Case: AgentIQ : Successfully completed the proof of concept (PoC) for Nvidia using NetApp RAG product and Nvidia NemoAgent-toolkit for the competitive intelligence team. This initiative aimed to develop and set a framework at the organizational level for LLM development, evaluation, and observability. Additionally, led the implementation of an agent-based AI assistant capable of understanding natural language queries and making data fetching decisions from different sources, such as RAG or various SQL data sources, via tool calls. The evaluation process involved using LLM as a judge(RAGAS framework), and different agent calls were tracked using observability tools like Arize Phoenix.
Advanced Time-series Forecasting: Mastered advanced time-series forecasting, achieving a 92% prediction accuracy for a $1Bn asset for AOFP, reflecting strong analytical skills and proficiency in machine learning.
FY26 Annual Operating Financial Plan: Estimated revenue for tech initiatives with a granular approach, aiding in strategic corporate decision-making.
Gen AI speaker - Collaboration and Community Leadership: Fostered a collaborative environment for data scientists by mentoring and initiating regular brainstorming sessions to identify bottlenecks and explore creative solutions. Recently, kicked off the GenAI club at NetApp with a session titled "How do I get started with GenAI - From curiosity to capability," addressing common blockers and engaging over 300+ participants with a practical "homework" assignment to promote tangible learning

PythonSQLLLMNvidiaArize PhoenixData Science+2

Business Intelligence Analyst 3

Jun 2021 – Aug 2024 · 3 yrs 2 mos · Hybrid

Hackathon June24: Received an honorable mention for engineering an AI chatbot that interprets and visualizes data, streamlining decision-making for business users.
Margin Forecast Model Development: Orchestrated a pivotal margin forecast model for a $7B enterprise, transforming sales and financial strategies with data-driven insights.
Customer Buying Pattern Analysis: Conducted comprehensive market basket analyses, identifying cross-selling opportunities and deepening understanding of consumer behavior.
Tech Refresh Initiative Revenue Estimation: Provided revenue estimates for tech initiatives, enabling strategic corporate decision-making.
Development of TCO Calculator: Collaborated cross-functionally to create a Total Cost of Ownership (TCO) calculator, integrating product knowledge and sales strategies to enhance customer engagement and market readiness.
Deal Discount Analysis and Implementation: Analyzed sales discount patterns, optimizing pricing strategies for improved margins and competitiveness.
Strategic Analytics and Dashboard Architect: Designed and deployed 30+ Tableau dashboards, delivering strategic insights to C-level executives, directors, and product managers.
Stakeholder Management: Supported CEO staff in monthly business review analysis, providing descriptive statistical analysis and presenting the current state of the business through key performance indicators (KPIs).

TableauAnalytical SkillsPresentation SkillsMarket ResearchCustomer Relationship ManagementData Analytics+2

Shri devnandi electronics

Business development executive

Aug 2018 – Mar 2020 · 1 yr 7 mos · Coimbatore

Strategic Planning and Development: Created and developed comprehensive strategies and business development plans to drive growth in the assigned territory.
Revenue Growth: Successfully increased revenue by an impressive 15.428%, surpassing established targets and contributing to the company's financial success.
Client and Customer Relationship Management: Strengthened and improved relationships with existing clients, customers, suppliers, and vendors.Ensured high levels of satisfaction and loyalty through exceptional service delivery.
Industry Network Expansion: Cultivated strong and lasting business relationships with key industry entities, including electrical engineers, installers, and contractors.Leveraged these connections to enhance the company's market presence and gain a competitive edge.
Opportunity Identification & Market Research: Proactively identified new opportunities, fueling business expansion and market share growth.Conducted research to capitalize on emerging trends and competitor activities, driving company growth.

Strategic PlanningMarket ResearchClient Relationship Management

Tata consultancy services

Assistant systems Engineer

Jun 2017 – Aug 2018 · 1 yr 2 mos · Banglore

Streamlined Ticket Solving and Problem Management: Implemented efficient processes to expedite ticket resolution and problem management.Ensured uninterrupted 24x7 support for the core domestic and international SWIFT payments system of the bank.
Server-Level Automation: Implemented automation solutions for various manual activities and application functions.Resulted in improved productivity, reduced manual errors, and faster response times.
Functional Operational Documentation: Created and maintained comprehensive functional operational documents.Served as valuable resources for the team, facilitating knowledge transfer and smooth operations.
Onboarding/Onboarding Process Management: Handled complete OnBoarding/OffBoarding process for the operations-onshore team.
Performance and Achievement: Achieved an 'A' band rating in the appraisals cycle.Recognized for dedication, exceptional performance, and commitment to delivering outstanding results.

Operations ManagementProblem Solving