Ankita Kumari

AI Researcher

Bengaluru, Karnataka, India3 yrs 9 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Led AI/ML projects saving over $200K.
Developed multiple impactful AI solutions.
Skilled in diverse AI/ML technologies.

Stackforce AI infers this person is a SaaS-focused AI/ML Engineer with strong project leadership.

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Skills

Core Skills

Machine LearningArtificial Intelligence (ai)Data AnalysisGenerative Ai

Other Skills

Analytical SkillsBack-end OperationsBayesianC++CNNCascading Style Sheets (CSS)Cluster AnalysisCode DesignCommunicationCosine SimilarityDartData AnalyticsData ArchitectsData ManipulationData Science

About

AI/ML Engineer with 3+ years of experience in designing and deploying AI/ML models and scalable applications. Demonstrated success in leading Gen AI and ML projects, resulting in total savings of over ~$200 K across multiple initiatives. Skilled in Python, Pytorch, C++, Flask, SQL Server, Databricks, Azure Data Factory (ADF). Proven ability to drive impactful AI/ML solutions that enhance operational efficiency and deliver significant business outcomes.

Experience

3 yrs 9 mos

Total Experience

3 yrs 9 mos

Average Tenure

3 yrs 9 mos

Current Experience

Shell

2 roles

Artificial Intelligence Engineer

Nov 2025 – Present · 7 mos · India · On-site

Software Engineer

Aug 2022 – Oct 2025 · 3 yrs 2 mos · India · On-site

Automated tracking of Operating Plan budget of $1.97B and Forecasted projections using Prophet & Exponential Smoothing. Flagged ~$24M potential risk for proactive mitigation.
Developed Knowledge Article Duplicate Detection solution using Transformers & Cosine Similarity. Incorporated Sentiment Analysis on user comments & automated the audit process for the Article Quality Index in Knowledge Management, achieving annual savings of ~$100K.
Developed E2E Automated solution to generate Application usage Insights for the on prem deployed applications using unstructured data in form of logs. Using Python, Regex, SQL Server, and ADLS, generating $30K in annual value and enhancing data visibility
Developed a Recommendation Engine POC for Shell’s SHINE Self-Healing tool, updating the database with relevant solutions if healing fails. Built with a vector database, transformers, and Flask.
Developed a POC for a domain-specific Generative AI Chatbot and content generator using RAG with Llama3, Hugging Face, Python, Flask, and Langchain.
Optimized passenger drop-off logistics POC using Dijkstra’s Algorithm and K-Means clustering, reducing costs and emissions.
Achieved 96% accuracy in Safety Gear Detection POC using Deep Neural Networks( CNN [InceptionV3, ResNet], yoloV4)

PythonSQL ServerFlaskTransformersCosine SimilaritySentiment Analysis+7

Ulavi technologies pte ltd

Machine Learning Intern

May 2021 – Jul 2021 · 2 mos · Singapore

Delivered a persona-specific travel recommendation system using Python, Flask, Node.js, and MongoDB.
Managed the ML backend pipeline and enhanced decision-making with PowerBI

PythonFlaskNode.jsMongoDBMachine Learning