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Aditya Soni

Experienced and accomplished Senior Data Scientist with expertise in implementing and deploying ML, NLP, Cloud, and Big Data solutions. Skilled in leading data science teams to create comprehensive end-to-end solutions. Targeting challenging roles in data science and machine learning engineering.

  • Role

    Senior Gen AI Engineer

  • Years of Experience

    7.2 years

Skillsets

  • Container registry
  • GitHub Actions
  • Functions
  • FAISS
  • EMR
  • EKS
  • ECS
  • ECR
  • DynamoDB
  • Databricks
  • Glue
  • CI/CD
  • Chroma db
  • Azure SQL Database
  • Azure Cosmos DB
  • Azure AI Search
  • Athena
  • App Services
  • MLOps
  • pytest
  • Kuzu
  • Openai evaluation
  • Ml lab
  • Transformers
  • Storage
  • SQL DB
  • Sagemaker
  • S3
  • Qdrant
  • AutoGen
  • OpenShift
  • Openai service
  • NLP
  • NER
  • MySQL
  • Mongo atlas db
  • Memgraph
  • Lambda
  • Deep Learning
  • NoSQL
  • Kubernetes
  • graph databases
  • Apache Airflow
  • Machine Learning
  • AWS
  • LLMOps
  • LangChain
  • Generative AI
  • Vector databases
  • Azure
  • Python
  • TensorFlow
  • PyTorch
  • Docker
  • Python
  • SQL
  • Python
  • Python
  • LangGraph
  • Machine Learning
  • AWS
  • LLMOps
  • LangChain
  • Generative AI
  • Deep Learning
  • Azure
  • AWS
  • Machine Learning
  • AWS
  • LLMOps
  • LangChain
  • Generative AI
  • Deep Learning
  • Azure
  • Python

Professional Summary

7.2Years
  • Nov, 2023 - Present1 yr 11 months

    Senior Gen AI Engineer

    Bosch
  • Dec, 2022 - Nov, 2023 11 months

    Senior Data Scientist

    Paytm
  • Apr, 2022 - Nov, 2022 7 months

    Lead Platform Solutions-AI/ML

    Sutherland Global Services
  • Jul, 2018 - Feb, 20212 yr 7 months

    Senior Software Engineer - Machine Learning

    GeekyAnts Software
  • Jun, 2021 - Apr, 2022 10 months

    Machine Learning Engineer - Mobile Solutions

    Publicis Sapient

Applications & Tools Known

  • icon-tool

    Python

  • icon-tool

    AWS Cloud

  • icon-tool

    Pyspark

  • icon-tool

    PyTorch

  • icon-tool

    Docker

  • icon-tool

    CI/CD

  • icon-tool

    FastAPI

Work History

7.2Years

Senior Gen AI Engineer

Bosch
Nov, 2023 - Present1 yr 11 months
    Led the end-to-end development of a multi-agent RAG platform, from conceptualization and architecture design to deployment and iteration. Directed the creation of advanced Deep Learning solutions leveraging NLP and NLU techniques. Independently deployed an NLP project automating requirement document processing for Safety and Security CoCs. Mentored junior engineers on various AI projects and concepts. Contributed to 2 Invention Reports (IRs) for Bosch. Managed deployment for numerous projects integrating seamless CI/CD pipelines. Delivered 8 projects, including 6 focused on Generative AI (4 utilizing multi-agent frameworks). Spearheaded the creation of 3 Generative AI projects from the ground up during an outsourced engagement with Microsoft (May 2024 - April 2025). Reduced requirement document classification time for CoCs from one week to under 10 seconds. Decreased requirement extraction effort for 100-page documents from ~70 hours to 15 minutes. Developed empirical methods and evaluation methodologies for assessing LLM-based system feasibility. Conducted a comprehensive benchmarking survey of 12 vector databases for project feasibility analysis.

Senior Data Scientist

Paytm
Dec, 2022 - Nov, 2023 11 months
    Pioneered novel data science capabilities by envisioning and executing strategies to enhance long-term business performance and technological competitiveness. Designed and developed innovative analytics models using contemporary and traditional data mining techniques on data. Led the full lifecycle management of custom data-driven systems, overseeing requirements gathering, analysis, design, development, testing, and deployment. Implemented production ML models with robust monitoring, tracking, re-training, and integration processes. Engineered an ensemble of NER and text classification models processing 9B+ bank SMSs from 70M customers, yielding 18 direct and 40 indirect KPIs for enhanced customer segmentation. Developed and launched a Customer-Centric Recommendation System, boosting growth banner CTRs by 4X within 8 months by targeting high-value potential customers.

Lead Platform Solutions-AI/ML

Sutherland Global Services
Apr, 2022 - Nov, 2022 7 months
    Led the project team through the complete solution development cycle, from problem definition and model selection to final implementation and performance tuning. Optimized a sentence transformer for legal document similarity assessment, improving screening process efficiency (MNR loss 0.85). Developed and trained a transformer-based text classification model to prioritize insurance emails, achieving 74% recall for high-priority items.

Machine Learning Engineer - Mobile Solutions

Publicis Sapient
Jun, 2021 - Apr, 2022 10 months
    Trained a GRU-based model for accurate activity detection on smartwatches (walking, jogging, stairs, etc.). Led a Proof-of-Concept for a hotel consultancy client, guiding the end-to-end development of a segmentation engine for personalized amenity recommendations. Served as a key backend developer, designing and deploying APIs with advanced tracking and monitoring.

Senior Software Engineer - Machine Learning

GeekyAnts Software
Jul, 2018 - Feb, 20212 yr 7 months
    Led the end-to-end execution of data science initiatives, guiding the team from data sourcing and feature engineering to model deployment and stakeholder reporting. Developed a service integrating Salesforce, BirdEye, and Google Analytics into a feature store, enabling data-driven pitch script generation and visualization.

Achievements

  • • Experience working with BSFI | Customer relations & support | Hospitality | Mobile technologies & wearable data • Recognised and got appreciated by stakeholders to deliver efficient solutions • Have experience in leading data science teams building end-to-end solutions

Testimonial

Protosight

Nikhil Pandey

Aditya is one of those rare industrious individuals who are constantly learning and improving. He is a highly focused person as well as analytical. I have seen his tremendous growth in a relatively short time frame. His skill set includes a diverse set of industry-relevant technologies from machine learning to app development. I can personally vouch for his abilities to learn, adapt, and perform.

The Recommendation can be verified by visiting my linkedin profile:

https://www.linkedin.com/in/soni-aditya/details/recommendations/?detailScreenTabIndex=0

GeekyAnts

Sanket Sahu

It's hard to find someone like Aditya. He loves to mix mathematics and computer science for wild experiments with animation and user interfaces. He has the knack for the inside and the architecture of softwares.

I highly recommend working with Aditya!

The Recommendation can be verified by visiting my linkedin profile:

https://www.linkedin.com/in/soni-aditya/details/recommendations/?detailScreenTabIndex=0

Google

Pranjul Sharma

Aditya is a great company to work with. He delivers the product in time and support others with their difficulties, also his motivation towards his work spreads positivity among the team.

The Recommendation Can Be Verified By Visiting My Linkedin Profile:

Https://Www.Linkedin.Com/In/Soni-Aditya/Details/Recommendations/?DetailScreenTabIndex=0

Major Projects

2Projects

Multi-Agent RAG Platform

Nov, 2023 - Present1 yr 11 months
    Development of a multi-agent retrieval-augmented generation platform, improving task automation via Generative AI.

Customer-Centric Recommendation System

Jan, 2023 - Nov, 2023 10 months
    Boosted growth banner CTRs by 4X within eight months by targeting high-value customers through personalized recommendations.

Education

  • M.Sc. (Machine Learning and AI)

    Liverpool John Moores University (2023)

  • B.Tech. (Computer Science and Engineering)

    Gurukula Kangri University (2018)

Certifications

  • Machine Learning

    Introduction to Machine Learning in Production (Nov, 2022)
    Credential ID : 9RK79W2X6M2F
    Credential URL : Click here to view

Interests

  • Badminton
  • Chess
  • Cycling
  • Walking