Arnava Soni

Operations Associate

Pune, Maharashtra, India1 yr 6 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Proficient in AI-driven solutions for supply chain optimization.
Experienced in developing interactive dashboards for data analysis.
Strong background in machine learning and image processing.

Stackforce AI infers this person is a Data Science and AI specialist focused on automotive and healthcare industries.

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Skills

Core Skills

Artificial Intelligence (ai)Data AnalyticsMachine LearningUser Experience (ux)

Other Skills

AI EthicsAI-Driven SolutionsAnalytical SkillsArtificial Neural NetworksBusiness Intelligence (BI)Computer VisionCross-functional CollaborationsCustom Vision AIDMS IntegrationDash PythonData AnalysisData FoundationData ScienceData VisualizationDecision Trees

About

I’m someone who thrives at the intersection of curiosity and creation. For me, technology isn’t just about writing code or training models — it’s about asking “what if” and exploring how problems can be solved differently. I’ve always been drawn to puzzles: experimenting with computer vision, making sense of messy customer feedback and now, exploring how AI might reshape supply chains. With just over a year of professional experience, I see myself not as an expert, but as a learner who loves testing ideas, building prototypes and uncovering what actually works in practice. My approach is simple: Curiosity first → I ask questions others might skip. Experiment fast → I believe prototypes reveal more than slide decks. Bridge gaps → I enjoy translating technical possibilities into practical business value. I see myself as a builder-in-progress — creating tools and systems that reduce repetitive work, build efficiency and open space for better decisions. 🌍 My current role at Mercedes-Benz India gives me a unique platform to explore these ideas and also driven by a bigger question: how can AI become as natural in supply chains as electricity is in factories — invisible, reliable and transformative? If you’re also curious about where AI meets real-world impact, let’s connect and learn together.

Experience

1 yr 6 mos

Total Experience

1 yr 6 mos

Average Tenure

1 yr 6 mos

Current Experience

Mercedes-benz india

2 roles

Associate

Aug 2025 – Present · 9 mos · Pune, Maharashtra, India · On-site

In my role as an Associate in Operations & Supply Chain, I contribute to both the technical development of digital solutions and the business adoption of AI-driven processes, ensuring operational reliability and scalability.
Techno-Business Bridge: Collaborate across Operations and IT to ensure smooth integration of digital tools with on-ground processes.
AI-Driven Solutions: Design and implement modular systems that combine AI, machine learning, and intelligent workflows to reduce manual work and improve process intelligence.
Data Foundation: Enhance data quality and structure to enable better analytics and reliable AI outcomes.
Digital Tooling: Build practical solutions using Power BI, Power Apps, Power Automate, and Python to simplify workflows and empower users with actionable insights.
Innovation Pilots: Contribute to logistics optimization projects that test and scale new technologies within the plant and across the supply chain network.
Problem Solving: Analyze recurring failure patterns in packing operations and propose corrective solutions to strengthen supply chain performance.
Supply Chain Precision: Create and maintain logistics Kit BoMs to improve accuracy and support efficient production planning.

Data VisualizationBusiness Intelligence (BI)Digital Tools & Process InnovationSolution ArchitectureAI-Driven SolutionsData Foundation+5

Graduate Engineering Trainee

Oct 2024 – Jul 2025 · 9 mos · Pune, Maharashtra, India · On-site

Key Contributions
Designed and deployed interactive dashboards in Power BI and Python to analyze customer feedback (verbatim data) from Jan 2024 – Jun 2025, leveraging spaCy NLP techniques to extract insights. The solution enabled technical teams to track trends in verbatim for each car model month-by-month, helping prioritize problem-solving.
Developed a warranty analytics dashboard to uncover actionable trends in aftersales data, supporting informed decision-making across teams.
Built a warranty reimbursement calculator to streamline claims processing and identify eligible parts, improving efficiency of cost recovery.
Created a WIP (Work-In-Progress) tracking system that integrated DMS data to monitor stalled vehicles, highlight root causes, and assign responsible teams. This tool helped reduce WIP backlog to 28.8% of the number of cars on 1 April 2025 within 14 days.
Achievements & Engagements
Presented business KPIs at two Executive Council meetings with the help of the tools I developed.
Contributed to the design of a reporting tool in the next-gen DMS platform, laying groundwork before transition to Operations.
Member of the organizing committee for nationwide CRM dealer quizzes (2024), enhancing engagement and knowledge-sharing across the network.
Designed and hosted corporate-friendly gamified activities (e.g., Family Feud) for town halls, recognized for creativity and employee engagement.

Data VisualizationPower BIPythonNatural Language Processing (NLP)Warranty AnalyticsWIP Tracking System+2

Pricelabs

Product Specialist

Jun 2024 – Aug 2024 · 2 mos · Pune, Maharashtra, India · Remote

Mercedes-benz india pvt. ltd.

Project Trainee

Jan 2024 – May 2024 · 4 mos · Pune, Maharashtra, India · On-site

Pursuing final semester of B Tech as Project Trainee with Mercedes-Benz India Pvt Ltd

Mylab discovery solutions pvt. ltd.

AI/ML - Intern

Jun 2023 – Jul 2023 · 1 mo · Pune, Maharashtra, India · On-site

Analysed image data and developed a model to predict haemoglobin concentration in blood;
Captured 900x900 microscope photos of lysed blood samples with varied hb concentrations using a Rpi HQ camera;
Identified relevant features among raw data available to provide the best prediction using 14 different hb concentrations overall;
Fit and trained data in multiple regression models and compared accuracy scores and truth tables;
Annotating blood cells in pictures with Custom Vision AI trained a supervised object detection system for blood cell classification.

Image ProcessingMachine LearningCustom Vision AIArtificial Intelligence (AI)

Synechron

Project Intern

May 2022 – Jul 2022 · 2 mos · Pune, Maharashtra, India · On-site

During the internship, I created wireframes for a mobile app based on the employee dashboard, learnt how to do user research, and consulted my colleagues who encouraged me to understand what the users need and design my wireframes accordingly. The research required talking to the employees about the features they used the most, the important and urgent information they need and expect and how I, as a designer could make the app as efficient and simple to use so that it becomes a one-stop solution for the employee trying to utilize the company's amazing facilities and access the relevant information conveniently.

User Experience (UX)WireframingUser Research