Supriya Andhale

AI Researcher

Pune, Maharashtra, India10 yrs 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

7 years of experience in AI/ML and Data Science.
Expertise in building production-scale machine learning models.
Proficient in Generative AI and Natural Language Processing.

Stackforce AI infers this person is a skilled AI/ML Engineer with a focus on Agritech and Data Engineering.

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Skills

Core Skills

Machine LearningData ScienceGenerative AiDeep LearningData EngineeringInfrastructure ManagementEmbedded Systems

Other Skills

AWSAWS IoTAmazon Web Services (AWS)Apache SparkAutoCADBigQueryEmbedded CEmbedded Software DevelopmentGeneraive AIInternet of Things (IoT)Large Language Models (LLM)Mobile Application DevelopmentMySQLNatural Language Processing (NLP)NoSQL

About

AI/ ML Engineer with 7 years of experience in Data analysis, Python applications, predictive analysis and data classification by understanding the business requirements and developing the new insights, solutions using Python, NLP, Machine learning models, Agentic AI system, Generative AI and techniques.

Experience

Publicis sapient

Data Scientist || AI/ML Engineer

Sep 2025 – Present · 6 mos · Pune, Maharashtra, India · Hybrid

Areete business solutions

2 roles

AI/ML Engineer - Data Monetisation

Jul 2023 – Sep 2025 · 2 yrs 2 mos · On-site

Production-Scale Machine Learning for Livestock Monitoring:
✓ Built ML models (XGBoost, LightGBM) for cow behavior prediction across 3,000+ IoT devices
✓ Delivered 3+ years of production ML with 10-min interval data processing
GenAI-Based Multilingual Chatbot for Farmers:
✓ Designed GenAI chatbot using AWS Bedrock, LangChain for English/Hindi cow queries
✓ Automated data ingestion to S3 with Bedrock Agents for real-time insights
Cow Movement & Identification (Deep Learning):
✓ Automated cow detection using YOLO and CNN with TensorFlow & OpenCV
✓ Implemented Vision Transformer (ViT) achieving 98.5% accuracy for cattle identification
✓ Integrated EasyOCR for tag extraction and metadata processing
Data Monetization & Dashboards:
✓ Built Command Centre with Python/PostgreSQL improving issue resolution by 40%
✓ Developed BigQuery dashboards boosting cooperative reorders by 30%
✓ Correlated mineral usage with 12% rumination and 8% milk yield increase using AWS IoT Core

Machine LearningData ScienceAWS IoTPythonNatural Language Processing (NLP)Generative AI+1

Product Manager - Products & Data

Nov 2021 – Jun 2023 · 1 yr 7 mos · On-site

✓ Data Engineering: Real Time Data ingestion, transformation, warehousing, and pipeline optimisation
✓ Data Lake Preparation
✓ Cloud Platforms: AWS (Glue, Athena, Lambda, AWS IoT Core, DynamoDB, SNS),
GCP (BigQuery, Dataflow, DataProc, Cloud Functions, Pub/Sub, Data Fusion)
✓ IoT & Edge Computing: MQTT, Embedded C, Real-time Data Streaming
✓ Python
✓ SQL database

Data EngineeringAWSPythonSQL

A3 solutions

Data Infrastructure Engineer

Jan 2019 – Nov 2021 · 2 yrs 10 mos · Pune, Maharashtra, India · On-site

✔️ Designed and managed scalable systems for live data using AWS
✔️ Optimized database performance and reliability
✔️ Configured network setups and implemented security measures
✔️ Managed SQL and NoSQL databases
✔️ Automated AWS infrastructure
✔️ Set up monitoring tools for proactive performance management
✔️ Optimized cloud costs on AWS

AWSSQLNoSQLInfrastructure Management

C c engineers pvt ltd

Design Engineer

Aug 2016 – Aug 2018 · 2 yrs · Model Colony. Shivajinagar, Pune

✔️ Railway Simulator, Trainer, and Scaled Model Train Designing
✔️ Flow Charts, Algorithms, Wiring Diagrams, Hardware Architecture, Block Diagrams (VISIO)
✔️ Embedded Software Development
✔️ PLC Programming for Railway Systems
✔️ Protocol Configuration: RS232, RS485, SERIAL, USB, Ethernet
✔️ Real-Time Embedded System Prototyping (Simulator)
✔️ Simulator Testing and Report Preparation
✔️ Preventive System Maintenance
✔️ Project Document Preparation: Design Documents, Costing, Technical Specs, Drawings
✔️ AutoCAD and Solidworks Designing
✔️ Power System Design for Model Railways
✔️ Electrical Circuit and Wiring Layout Design for Model Railways
✔️ MS Excel, MS Word, MS PowerPoint