AS

Open to Next-Gen AI Roles

Ashish Soni

Working as a Gen Ai and Data Science Consultant at Deloitte, Pune

Role Looking ForConsultant - Data Science | GenAI Data Scientist | AI/ML Engineer

Ashish Soni | GenAI Portfolio

I am a GenAI and Data Science Consultant focused on building real-world AI systems that transform complex enterprise data into actionable intelligence. My expertise lies at the intersection of Large Language Models, Retrieval Augmented Generation, Machine Learning Forecasting, backend AI infrastructure, and data-driven decision platforms. At Deloitte I work on Gen AI and data science solutions for enterprise intelligence, forecasting, and optimization.

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Now Building

  • Enterprise RAG systems for decision intelligence
  • Forecasting and optimization platforms with measurable outcomes
  • Production-focused AI engineering across backend, data, and UX
4Years in AI systems
70%Latency reduction
99.78%Forecast accuracy
Rs. 19 Cr+Business value created

Capabilities

A full-stack AI toolkit across modeling, orchestration, backend systems, and delivery.

AI & Machine Learning

Large Language ModelsAgentic AIRAG (Retrieval Augmented Generation)NLP & Text ProcessingClassification ModelsTime Series ForecastingOptimization ModelingDeep Learning

Programming Languages

PythonRSQLDAX QueryJavaScript/TypeScript

Data Science Libraries

NumPyPandasScikit-learnTensorFlowPyTorchNLTKStatsmodels

AI Frameworks

LangChainAgentic AI SystemsOpenAI APIGemini API

Backend Frameworks

FastAPIFlaskStreamlitR ShinyNode.js

Tools & Platforms

DatabricksAzure MLPower BIMySQLOCR SystemsGitDockerAWS/Azure

Frontend & Visualization

ReactNext.jsTypeScriptThree.jsFramer MotionTailwindCSSRecharts

About

Designing AI systems that turn fragmented data into decision-ready intelligence.

AI engineer with 4 years of experience building production-scale machine learning and generative AI systems. Specialized in LLM applications, RAG architectures, forecasting models, and AI-driven decision intelligence platforms.

Passionate about building AI systems that solve real-world problems. With 4 years of experience in machine learning and generative AI, I specialize in creating production-grade systems that drive business impact. Currently focused on agentic AI architecture, enterprise RAG systems, and data science consulting.

Experience

Enterprise-first engineering with measurable impact and production depth.

Deloitte

Consultant - Data Science

June 2026 - PresentPune, India

Consulting on Gen AI and data science solutions that convert enterprise data, documents, and workflows into production-ready intelligence systems.

PythonSQLLangChainOpenAI APIAzure AIRAG SystemsVector DatabasesMachine LearningPandasScikit-learnPower BI
  • Gen AI consulting across enterprise AI and data science engagements
  • RAG, LLM orchestration, and prompt engineering for decision support systems
  • Applied machine learning workflows for forecasting, classification, and optimization

Adani AI Labs

GenAI Data Scientist

August 2022 - May 2026Ahmedabad, India

Designing enterprise AI systems powered by machine learning, large language models, and data pipelines to enable intelligent decision-making across business operations.

PythonFastAPILangChainFAISSAzure Blob StorageAzure Document IntelligenceAsyncIOVector DatabasesPostgreSQLStreamlit
  • Architected scalable agentic RAG ecosystem routing queries across GPT-4o, Claude 3.5, and Gemini
  • Built asynchronous extraction agents capable of executing 15+ parallel semantic retrieval operations
  • Reduced dashboard generation latency by 70%
  • Implemented deterministic incremental indexing pipelines using SHA-256 hashing
  • Integrated Azure Document Intelligence OCR for enterprise document processing

Selected Work

Projects grounded in architecture, execution quality, and business outcomes.

LLM & RAG70% latency reduction

Enterprise Agentic RAG System

AI Agent for Project Intelligence

Built an enterprise AI platform that converts unstructured enterprise data into structured project intelligence using agentic RAG architecture. This system enables intelligent decision-making by synthesizing data from multiple sources including financial records, meeting notes, and project tracking systems.

70%Latency Reduction
15+Parallel Operations
3Foundation Models
PythonFastAPILangChainFAISS+4 more
Time Series & ML99.78% accuracy

Coal Price Forecasting System

Commodity Price Prediction Platform

Developed a sophisticated commodity forecasting platform that predicts future coal prices using advanced statistical models, machine learning algorithms, and external signals from global news sources. This system integrates sentiment analysis to capture geopolitical and economic impacts.

99.78%Prediction Accuracy
5Algorithms Used
News + MarketData Sources
PythonScikit-learnXGBoostRandom Forest+4 more
OptimizationRs. 2 Crore revenue uplift

Demand Forecasting & Inventory Optimization

Supply Chain Intelligence Platform

Built predictive models and optimization algorithms to align supply-demand patterns in the coal supply chain. This system analyzes historical patterns and generates data-driven inventory recommendations for optimal cost management.

Rs. 2 CrRevenue Impact
3Datasets Analyzed
AdvancedOptimization Models
PythonMachine LearningOptimization ModelsPandas+3 more
ML & AnalyticsRs. 17 Crore saved

Customer Intelligence Platform

Churn Prediction & Segmentation System

Developed machine learning models to analyze customer behavior and predict churn risk. This platform enables targeted retention strategies by identifying at-risk customers and segmenting them by value.

Rs. 17 CrRevenue Saved
3Customer Segments
SignificantChurn Reduction
PythonClassification AlgorithmsMachine LearningCustomer Analytics+2 more

Education

SGSITS Indore

B.Tech Industrial Engineering

CGPA 8.32 | 2022 | Indore, India

Internships

DRDO

FEA Analysis of Connecting Rod

June 2021 - August 2021

National Thermal Power Corporation

Power Plant Operations

July 2021 - August 2021

IIT Roorkee

Guided Wave Propagation Analysis

May 2021 - June 2021

SDNX Delhi (ISRO Research Project)

Inflatable Habitat Research

July 2020 - December 2020

Achievements

  • Spot Recognition Award for Machine Learning Model Development
  • Rs. 2 Crore revenue uplift through inventory optimization
  • Rs. 17 Crore revenue saved through churn prediction system
  • 70% latency reduction in dashboard generation
  • 99.78% accuracy in commodity price forecasting

Explore

Hire me to build elegant Gen AI products, data science platforms, and decision systems.

If you're shaping an AI-led product direction, I bring the consulting mindset, engineering depth, and delivery focus to move it forward.