About
I lead data engineering solutions, automate processes with manual touch-points, design & improve ML models, and create snappy dashboards or quirky chatbots.
Beyond work—I'm a part-time philosopher, full-time tech enthusiast, gadget tinkerer, DIY hobbyist, and relentless truth-seeker. I love to build, fix, and explore. Currency in all forms fascinates me—from ancient banknotes to advanced blockchain.
Senior analytics professional with close to a decade of experience designing and implementing enterprise-grade analytics and automation solutions across diverse business sectors for in-house and high-value global clients. Expertise in scaling and driving technical teams and delivering complex KNIME-Python-Appian based developments. Specialize in cross-platform workflow automation, leading technical project delivery from conception to production while driving stakeholder alignment, and managing end-to-end agile SDLC processes.
Skills
Low-Code Platforms
Programming & Scripting
Data & ML Libraries
Cloud & Infrastructure
BI & Visualization
DevOps & Collaboration
Experience
Technology Lead
Led technical project delivery for a banking client, developed integrated automation solution leveraging Appian-controlled KNIME environment.
- ▸Designed and standardized KNIME enterprise infrastructure to handle 100+ concurrent workflows within CI/CD pipelines, featuring scenario-driven triggering of linked child workflows for dynamic job execution
- ▸Managed cross-functional development teams of 10 direct developers and QAs, enabling seamless deployment, testing and productionizing across server environment
- ▸Orchestrated end-to-end optimization of heavy data workloads from flat files, excel, legacy databases using parquet, zip-based compression thereby reducing server processing time by ~32% and storage volume usage by ~15%, yielding 2.5x infrastructure cost savings
- ▸Driven technical hiring initiatives, LMS content, mentored 10 developers, while establishing KNIME-Python automation architecture
Senior Data Engineer
Led technical solutioning for KNIME server-based workflows with custom Python scripts, managing EUC remediation project delivery.
- ▸Managed production support, automated data processing pipelines, overseeing delivery of 50+ monthly financial reports as per SLA
- ▸Developed cross-platform migration projects from legacy excel workbooks, databases into KNIME-Tableau compatible solution
- ▸Driven delivery enhancement initiatives using aspose, xlsxwriter, jpype, win32com libraries for custom format, styling, image integration in automated scheduled business reports across geographies
Senior Manager, Business Intelligence
Migrated legacy systems from Alteryx, Cognos and manual Excel reporting to automated KNIME-Python-SQL workflows enabling real-time schedule-based mail reporting.
- ▸Developed automated scheduling systems for executive dashboards using KNIME workflows with windows scheduler delivering critical business insights contributing business growth by 13% in key tier 2,3 locations
- ▸Led key projects ranging from product launches, digital campaigns, post launch performance review through RFM analysis, cost-to-benefit, suspicious transaction detections for AML supporting risk management initiatives
Senior Data Consultant
Led end-to-end projects using KNIME-Python integration with web scraping utilizing scrapy, selenium, API for client automation initiatives.
- ▸Built task scheduling system using Python scripts and KNIME server, directing technical delivery achieving ~23% processing efficiency
- ▸Auto-classify support tickets using KNIME document-processing nodes and NLTK, TextBlob for sentiment analysis and category tagging
- ▸Automate quality control utilizing KNIME image-reader, scikit-learn and aggregate defects across products and automated mail reports
Senior Quality Specialist, Last Mile Technology
Optimized delivery operations across 200+ stations in emerging markets by validating geospatial data for address intelligence.
- ▸Leading to a ~19% delivery success leveraging SQL for building ETL queries using joins, aggregations, rank functions, publishing BI dashboards
- ▸Developed reporting solutions with Excel automation with pivots, charts, VBA scripts integrated AWS, Redshift, and S3 for large-scale delivery data processing in address validation systems
Education
Master of Science (Financial Engineering)
WorldQuant University
Wall Street dreams, spreadsheet reality
Professional Diploma in Project Management
Management and Training Foundation
I handle chaos well
Post Graduate Diploma in Management (Business Administration)
Narsee Monjee Institute of Management Studies
When you strictly mean business and analytics
Post Graduate Program (Data Science & Analytics)
Great Lakes Institute of Management
Journey from stats to ML
Bachelor of Technology
Seacom Engineering College (affiliated to West Bengal University of Technology)
Starting point of my tech journey
Bachelor of Arts (English)
Indira Gandhi National Open University
Because storytelling matters
ISC (Class XII) & ICSE (Class X)
Central Modern School (affiliated to Council for the Indian School Certificate Examinations)
Foundation years
Professional Memberships
National Skills Registry
Since 2021
Registered Professional
KNIME
Since 2025
Certified Educator
The Association of Data Scientists (ADaSci)
Since 2025
Member
Python Institute
Since 2019
Member
CSSC
Since 2019
Certified Member
PMI
Since 2022
Member
IEEE
Since 2025
Licensed Member
ACM
Since 2025
Licensed Member
Certifications
KNIME Certified Data Scientist
KNIME
Issued: 2025
Excel Expert – Office 365
Microsoft
Issued: 2020
Google IT Automation Python Professional
Issued: 2020
SQL Certified Developer
SQL School
Issued: 2019
Excel Expert – Office 365
Microsoft
Issued: 2020
Google IT Automation Python Professional
Issued: 2020
SQL Certified Developer
SQL School
Issued: 2019
Languages Known
Blogs & Publications
Python for Data Ops
A practical guide to using Python in data operations workflows. From pandas to automation, covering real-world patterns and best practices.
To Be Available Soon
Parquet in Practice
Deep dive into Apache Parquet format for efficient data storage and processing. Learn compression strategies, optimization techniques, and performance patterns.
To Be Available Soon
Causes
Privacy Rights Advocate
Digital & real-world privacy matters. Every individual deserves control over their data and personal information.
- ▸Advocate for GDPR and data protection
- ▸Educate on digital privacy best practices
Animal Safety & Welfare
Every four-legged creature deserves dignity and safety. Advocating for animal welfare and responsible pet ownership.
- ▸Support local animal shelters
- ▸Promote pet safety awareness
