Ashwini Sharma

CEO

Irving, Texas, United States12 yrs 9 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • 14+ years of global experience in AI and Telecom.
  • Proven track record in deploying innovative solutions.
  • Expert in developing explainable AI and neural networks.
Stackforce AI infers this person is a Telecom and AI Solutions Architect with extensive experience in data analytics and machine learning.

Contact

Skills

Core Skills

Genai Solution ArchitectureArtificial Intelligence (ai)Agentic AiData AnalyticsBusiness Intelligence (bi)Data GovernanceData QualityData AnalysisAutomationData Quality ControlFraud DetectionTelecom MediationRoboticsEmbedded SystemsData MigrationTelecom Bss

Other Skills

Knowledge GraphsPresalesTelecommunicationsStrategic ConsultingRetrieval-Augmented Generation (RAG)LLMOpsGenAIObservabilityLangFlowArizeUnstructured DataQlikViewTableauTime Series AnalysisFeature Engineering

About

Passionate AI Enthusiast and seasoned Telecom Specialist with 14+ years of global experience. Completed a Master's in AI, I excel in developing human-understandable rules from CNN and crafting artificial neural networks from scratch. My expertise spans data science, telecom software, and presales activities for leading operators. A proven project leader with an impressive track record in deploying innovative solutions, reducing support workloads, and driving ROI. Proficient in AI/ML, data visualization, and business consulting, I bring a unique blend of technical prowess and strategic insight. Let's connect and explore the endless possibilities at the intersection of AI and telecom! #AI #Telecom #DataScience #Innovation

Experience

12 yrs 9 mos
Total Experience
1 yr 6 mos
Average Tenure
7 mos
Current Experience

Tredence inc.

Director GenAI

Oct 2025Present · 7 mos · United States · Remote

  • Leading GenAI engagements, designing innovative AI solutions tailored to client needs.
  • Defining the Northstar architecture to streamline AI implementation and ensure effective last-mile adoption.
  • Leveraging expertise in agentic AI, RAG, and knowledge graphs to accelerate customer's GenAI journey.
Agentic AIGenAI Solution ArchitectureKnowledge GraphsPresalesTelecommunicationsStrategic Consulting+4

Verizon

GenAI Architect

Nov 2024Oct 2025 · 11 mos · Irving, Texas, United States · On-site

  • At Verizon, I played a pivotal role in managing unstructured data through innovative AI/ML solutions. My responsibilities included designing GenAI architectures and evaluating tools to ensure seamless enterprise adoption. Additionally, I automated the SDLC, creating an Enterprise Knowledge Layer that streamlined code ingestion and design processes.
GenAI Solution ArchitectureRetrieval-Augmented Generation (RAG)Agentic AIKnowledge GraphsObservability

Freelance

Principal Architect - AI Solutions

Oct 2022Nov 2024 · 2 yrs 1 mo · Irving, Texas, United States · Remote

  • In my role as a Principal Architect - AI Solutions, I have successfully managed the handling of enterprise-wide unstructured data using AI/ML solutions. This involved working on RAG handling ingestion, chunking, enrichment, embedding, and retrieval processes. Additionally, I have been instrumental in building skillsets for Agentic use cases and utilizing LLMOps tools like Arize, and LangFlow to streamline operations and enhance data processing efficiency.
Retrieval-Augmented Generation (RAG)LLMOpsLangFlowArizeAgentic AIUnstructured Data+2

Subex

Technical Manager Risk Assurance & Analytics

Apr 2019Sep 2022 · 3 yrs 5 mos · On-site

  • Led end-to-end project execution in a Global setting for data analytics and governance in the telecom industry.
  • Analyzed billions of records daily, delivering real-time insights via QlikView/Tableau dashboards.
  • Developed machine learning models for fraud detection, saving $5M in fraud losses and automating processes.
QlikViewTableauTime Series AnalysisFeature EngineeringFeature ExtractionFeature Selection+9

Airtel

Manager Revenue Assurance (Internal Data Systems)

May 2018Apr 2019 · 11 mos · Gurgaon, Haryana, India · On-site

  • In my role as Manager Revenue Assurance at Airtel (India and Africa), I led the implementation of fraud management solutions, enhancing data integrity and leveraging analytics to streamline fraud detection processes. By preventing $400k in losses from real-time roaming fraud and successfully advocating for a system upgrade, I demonstrated my ability to drive impactful change within the organization.
QlikViewTableauFeature ExtractionHiveExploratory Data AnalysisData Analysis+5

Notrika radman communication

Data Consultant

Dec 2017May 2018 · 5 mos · Tehran Province, Iran · Remote

  • I specialized in managing large volumes of telecom data at Notrika Radman Communication, ensuring data integrity and actionable insights.
  • Scoped and executed data projects, defining business rules for accurate revenue reporting.
  • Resolved critical data quality issues in subscriber datasets, enhancing the accuracy of call records.
  • Analyzed call records to identify patterns, define KPIs, and detect anomalies, driving corrective actions and improved decision-making
Feature EngineeringExploratory Data AnalysisPython (Programming Language)Analytical SkillsData AnalyticsData Quality+2

Etisalat

Senior Developer Operations

Aug 2017Nov 2017 · 3 mos · Deira, Dubai, United Arab Emirates · On-site

  • Enhanced Fraud Detection: Conducted data analysis to identify new fraud scenarios, improving detection capabilities.
  • Implemented new controls: Enhanced system performance and expanded data coverage.
  • Established 24x7 monitoring: Enabled predictive maintenance for proactive system management.
QlikViewFeature EngineeringExploratory Data AnalysisData AnalysisShell ScriptingPL/SQL+3

Subex ltd

Senior Engineer - Implementation & Data

Sep 2014Aug 2017 · 2 yrs 11 mos · Bangalore · On-site

  • Specialized in telecom data analytics, leading end-to-end data management for revenue assurance and fraud detection.
  • Engineered statistical rules for sim-box detection, enabling real-time fraud detection with 100% accuracy.
  • Developed QlikView dashboards for real-time insights, improving system visibility and decision-making.
QlikViewFeature EngineeringStatistical Data AnalysisProject ManagementDatabasesData Modeling+5

Ibm

Business Analyst - Telecom Mediation

Feb 2014Jun 2014 · 4 mos · On-site

  • Developed production rules for processing billions of call detail records efficiently.
  • Ensured high data quality and governance for critical data operations.
  • Implemented fail-safe mechanisms to support near real-time data delivery.
Data AnalysisData GovernanceShell ScriptingSQLASN.1Data Quality+2

Tishitu research and consultancy cell

Marketing Communications Executive

Jun 2013Jan 2014 · 7 mos · Jaipur Area, India

  • Embedded and robotics project design and development for Department of Science & Tech.
Embedded CShell ScriptingSQLPL/SQLRoboticsCommunication+2

Huawei

Engineer Deployment and Data Migration

Oct 2011May 2013 · 1 yr 7 mos · Bengaluru, Karnataka, India · On-site

  • Strategized and executed data migration for product version upgrades, managing meta data and data catalogues.
  • Configured and deployed BSS stack products including rating, charging, and billing systems.
  • Implemented SMDB for real-time charging.
DatabasesData MigrationMaster Data ManagementTelecom BSSUser Acceptance TestingCharging Systems+5

Tishitu research cell

Intern

Jul 2011Sep 2011 · 2 mos

Department of science and technology

Project Fellow

Feb 2011Jun 2011 · 4 mos

  • Project development for electricity savings using Embedded System

Education

University of North Texas

Master of Science - MS — Artificial Intelligence

Jan 2023May 2024

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