About
Highly accomplished Senior Data & AI Architect with over 14 years of expertise in designing and deploying scalable data pipelines and AI solutions across telecom, fintech, and logistics sectors. Proven leader in leveraging Databricks, Azure, and Python to drive significant cost reductions, optimize performance, and enhance cross-functional delivery. Specializes in real-time/batch processing, data governance, and advanced AI integration, ensuring compliance and maximizing operational efficiency.
Work
Experian Marketing Services
|Senior Machine Learning Engineer
Cyberjaya, Selangor, Malaysia
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Summary
As Senior Machine Learning Engineer, led GenAI initiatives to integrate LLMs into enterprise workflows, automated documentation, and optimized data pipelines, achieving significant cost savings and efficiency gains.
Highlights
Spearheaded multiple GenAI initiatives, seamlessly integrating Large Language Models (LLMs) into enterprise data and analytics workflows to enhance strategic decision-making.
Developed an internal GPT + LangChain + Azure OpenAI chatbot with Vector DB, enabling contextual Q&A across documentation and reducing information retrieval time by 60%.
Implemented a Retrieval-Augmented Generation (RAG) framework, enhancing model explainability and automating compliance document generation in alignment with the EU AI Act.
Built a GenAI-powered code assistant utilizing prompt chaining for Databricks notebooks, significantly improving engineering productivity for ETL and ML development.
Automated Databricks workspace provisioning using Terraform and Jenkins, reducing deployment time from 2 weeks to 2 days, enhancing development agility.
Migrated multiple data pipelines from Azure Data Factory to Databricks Jobs, resulting in a 20% reduction in operational costs.
Mentored cross-functional engineers on GenAI, prompt engineering, and LangChain best practices, fostering advanced skill development across the team.
DHL IT Services
|Machine Learning Senior Specialist
Cyberjaya, Selangor, Malaysia
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Summary
As Machine Learning Senior Specialist, spearheaded multimodal analysis, developed computer vision systems, and integrated blockchain technology, significantly boosting operational efficiency and monitoring capabilities.
Highlights
Led speech and sentiment analysis projects across chat, email, and calls, improving operational efficiency by 40% for customer service insights.
Spearheaded successful chatbot Proof-of-Concepts (POCs) using Rasa and Dialogflow, integrating them with APIs via cloud functions to enhance customer interaction.
Architected and implemented a warehouse computer vision tracking system utilizing YOLO and OpenCV, optimizing inventory management and logistics.
Developed AI-driven thermal detection systems for COVID-19 monitoring, enhancing workplace safety and compliance.
Implemented blockchain-powered vending machines using the BTC Lightning Network, pioneering innovative payment solutions.
NIC Punjab & Punjab Police
|Senior Technical Consultant & Architect
Chandigarh, Punjab, India
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Summary
As Senior Technical Consultant & Architect, advised on Hyperledger Fabric for crime record management, led agile transformations, and developed a critical crime reporting platform.
Highlights
Advised on Hyperledger Fabric implementation for crime record management, achieving a 50% efficiency gain in data processing and retrieval.
Led the adoption of Agile practices and GitLab integration, significantly increasing delivery velocity for critical projects.
Designed and developed a secure PIIR (Personally Identifiable Information Redaction) crime reporting platform using Django and PostgreSQL.
SPLICE Global Agrotech
|Founder
India, N/A, India
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Summary
As Founder, led the strategic development and implementation of sustainable technology solutions within agri-business operations, driving innovation from concept to market.
Highlights
Drove the conceptualization and development of sustainable technology applications, establishing the core business model and operational framework.
Managed initial business operations, including strategic planning and resource allocation, to launch and grow the agrotech venture.
Good Earth (Eicher Group)
|Lead - Python & Configuration Management
India, N/A, India
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Summary
As Lead - Python & Configuration Management, developed and integrated an omnichannel eCommerce system, enhancing customer experience and operational efficiency.
Highlights
Developed a robust omnichannel eCommerce system, significantly improving customer engagement and sales channels.
Successfully integrated the eCommerce system with Microsoft Dynamics, streamlining business processes and data flow.
Various Startups & SMEs
|Software Engineer
India, N/A, India
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Summary
As a Software Engineer, built diverse systems including IVR, VoIP, ERP, video streaming, and ad tech solutions, driving technological innovation for various startups.
Highlights
Engineered and deployed IVR, VoIP, and ERP systems, enhancing communication and operational efficiency for multiple startup clients.
Developed advanced video streaming and ad tech solutions, contributing to improved user engagement and revenue generation.
Volunteer
Swachh Bharat Mission
|Volunteer
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Summary
Contributed to national cleanliness and sanitation initiatives, supporting community engagement and public awareness campaigns.
Education
Liverpool John Moores University
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MSc.
Machine Learning & AI
IIIT Bangalore
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Post Graduate Diploma
ML & AI
Sikkim Manipal University
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Bachelor
Computer Applications
Awards
VESPA Award
Awarded By
DHL IT Services
Awarded for outstanding performance and contributions for two consecutive years.
Employee of the Year Nominee
Awarded By
DHL IT Services
Nominated for exceptional achievement and dedication within the organization.
Multiple Spot Awards
Awarded By
DHL IT Services
Received multiple recognitions for demonstrating outstanding performance and impactful contributions.
Winner: Startup Weekend Challenge
Awarded By
Startup Weekend
Recognized for innovative startup concept and execution during a competitive challenge.
Languages
English
Skills
Web/Backend
Flask, FastAPI, Django, REST APIs, WebSocket, NGINX, Apache.
Languages
Python, Rust, Go, Java, PHP, C/C++, JavaScript.
Cloud & DevOps
Azure (Databricks, Synapse), AWS (Lambda, S3), GCP, Docker, Kubernetes, Terraform, Jenkins, Git, CI/CD.
ML/AI
TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, OpenAI, MLflow.
Engineering
Databricks, Spark, Kafka, Azure Data Factory, SQL, MongoDB, PostgreSQL, Redis.
AI/GenAI
RAG, LLMs, Prompt Engineering, Fine-Tuning, LangChain, GPT, Agents, Semantic Search (BERT).
BI & Visualization
Power BI, Matplotlib, Seaborn.
Test Automation
PyTest.
Other Tools
PRAAT, Typesense, Meilisearch, Uvicorn, Gunicorn.