Aman Mundra

Co-Founder

Chandigarh, India11 yrs 10 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • 12+ years in AI & ML solutions.
  • Founder of Welzin, driving AI readiness.
  • Expert in bridging AI with business impact.
Stackforce AI infers this person is a Fintech and AI solutions architect with extensive experience in enterprise-level data engineering.

Contact

Skills

Core Skills

Generative AiAi Brand VisibilityMachine LearningData EngineeringArtificial Intelligence (ai)Large Language Models (llm)

Other Skills

Retrieval-Augmented Generation (RAG)LLMOpsApache SparkData ScienceOSSZephyr RTOSAI on edge devicesvLLMThought LeadershipData WarehousingMapReduceApache PigApache HiveTeradataVertica

About

I have spent the last 12+ years building and scaling AI & ML solutions from designing big data pipelines with Kafka and Spark to fine-tuning Large Language Models (LLMs) and building agentic AI systems. Over this journey, I have seen one challenge remains constant- businesses struggle to stay visible and relevant as technology shifts. That’s why I founded Welzin (full stack AI-firm) that helps companies make their business AI ready. •⁠ ⁠My focus today is on bridging deep AI expertise with real business impact. •⁠ ⁠I work with product and engineering teams to turn cutting-edge AI into simple, practical solutions. •⁠ ⁠I’m passionate about helping companies future-proof their digital presence in the AI-first era. If you’re a CTO, VP of Engineering, or product leader exploring how AI can transform your business visibility, let’s connect. 🎤 Available for speaking: AI/ML conferences, enterprise tech events

Experience

11 yrs 10 mos
Total Experience
1 yr 9 mos
Average Tenure
5 mos
Current Experience

Tie chandigarh

Member

Dec 2025Present · 5 mos · Chandigarh, India · Hybrid

Welzin

Founder & CEO

Feb 2025Present · 1 yr 3 mos · Chandigarh, India · Hybrid

  • Drive Welzin’s vision to deliver enterprise level and scalable AI, GenAI, and LLM solutions across the industry.
  • Lead product innovation, strategic partnerships, and client digital transformation with measurable business impact.
Generative AIRetrieval-Augmented Generation (RAG)AI Brand visibilityLLMOps

Paypal

2 roles

Machine Learning Engineer 3

Promoted

Jan 2022Apr 2025 · 3 yrs 3 mos · India · Hybrid

  • Collaborated with the Payments team to enhance authorization rates, reduce transaction expenses, and mitigate risk and fraud.
  • Developed and deployed real-time ML models for fraud detection and transaction monitoring, supporting millions of users.
  • Architected and maintained petabyte-scale data pipelines using Apache Spark for efficient ingestion and feature engineering.
  • Designed and optimized LLM-based systems for customer support automation, significantly reducing case resolution times.
  • Partnered with product, engineering, and compliance teams to deliver secure, scalable, and explainable AI solutions.
  • Led knowledge-sharing sessions and mentored junior engineers in MLOps and responsible AI deployment.
  • Drove key improvements in fraud false positive rates, transaction speed, and overall user experience.
Apache SparkArtificial Intelligence (AI)Data EngineeringData ScienceMachine Learning

Senior Data Engineer

Feb 2021Jan 2022 · 11 mos · India · Hybrid

  • Built and optimized ETL data pipelines supporting high-velocity, mission-critical analytics for payment processing.
  • Integrated disparate data sources (internal/external) and maintained robust, high-availability architectures.
  • Designed and implemented Hadoop/Spark data workflows enabling machine learning and business intelligence applications.
  • Automated reporting and dashboard solutions for executive leadership and operational teams.

Koch technology center (ktc)

Data Engineer

Dec 2018Feb 2021 · 2 yrs 2 mos · Bangalore

  • Designed and managed modern, enterprise-grade data warehouses using Lambda and RAD architectures.
  • Built near real-time stream processing and analytics solutions for logistics and supply chain optimization.
  • Developed and maintained ETL/ELT pipelines, enabling business-wide adoption of data-driven decision-making and operational insights.
  • Led innovation sprints with solution architects to pilot new data engineering tools and cloud technologies.

Neustar, inc.

Data Engineer

May 2017Dec 2018 · 1 yr 7 mos · Bangalore

  • Engineered and supported scalable, high-throughput systems for marketing analytics and identity resolution.
  • Developed data workflows for ingesting, cleaning, and analyzing multi-source datasets to support identity graph building and targeted marketing.
  • Collaborated on cross-team projects that refactored legacy systems into modern, cloud-based architectures, reducing processing time and operational costs.

Hewlett packard enterprise

Data Engineer

Feb 2015Apr 2017 · 2 yrs 2 mos · Bengaluru Area, India

  • Worked directly with the innovation team to build enterprise data warehouse and stream processing systems for large multinational clients.
  • Managed the design and deployment of RAD-stack/Lambda architectures supporting analytics and reporting.
  • Developed batch and real-time data ingestion, transformation, and analytics pipelines with Apache Hadoop/Spark, Kafka.
  • Key contributor to several successful POCs and pilot projects in enterprise analytics, resulting in new client acquisitions.

Healthifyme app

Software Developer

Oct 2014Jan 2015 · 3 mos · Bengaluru Area, India

  • Joined as an early core team member at HealthifyMe during the Microsoft Accelerator program.
  • Built and maintained mobile backend systems to support rapid feature development and scalability.
  • Partnered with product teams to prototype and launch new wellness and fitness tracking features.
  • Optimized application performance and data flow to enhance user experience and engagement.

Citrix

Maintenance and Support Engineer

Aug 2014Sep 2014 · 1 mo · Bengaluru Area, India

  • Maintained and supported premium Citrix products (NetScaler, XenApp, XenDesktop, XenServer).
  • Diagnosed and resolved technical issues in large-scale customer deployments, often under tight SLAs.
  • Documented best practices and common troubleshooting procedures for internal teams.

Arcadian technocrats

Android Developer

Aug 2013Jan 2014 · 5 mos · Chandigarh Area, India

  • Developed Android mobile applications and worked as a cloud-virtualization admin.
  • Designed and implemented user interfaces and collaborated on backend APIs for end-to-end app features.

Education

Guru Nanak Dev Engineering College, Ludhiana

Bachelor's Degree — Computer Science

Jan 2010Jan 2014

GMSSS sec-23A, chd

High School

Jan 2008Jan 2010

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