I’m looking for a role where I can lead end-to-end ML/analytics and automation in regulated environments, drive measurable risk and operational impact, and keep building practical LLM/agentic solutions with secure, compliant data pipelines.
Looking for a job
Debanjan Dey
@debanjandey
Analytics Engineer building data pipelines, automation and AI-powered solutions.
IndiaWhat I'm looking for
I’m a Senior Data Analyst with 5+ years of expertise in data modelling, risk management, and automation across healthcare and finance. I’ve built data-driven solutions to mitigate financial crime and improve operational workflows through analytics and automation.
At Phreesia, I architected a UI-driven automation platform that generates fully customized Business Review decks for 4,000+ clients, orchestrating end-to-end ingestion from Snowflake and Excel into dynamically populated PowerPoint reports—eliminating 3 FTEs worth of manual reporting overhead. I also built a Streamlit chatbot using the Groq API so internal stakeholders can query Confluence documentation in real time, saving an estimated 20+ hours per month.
I’ve led HIPAA-compliant data tokenization architecture for third-party measurement workflows, integrating Snowflake, Streamlit, and vendor pipelines to securely pre-process, encrypt, and deliver PHI. I’ve also designed and implemented the data model, KPI framework, and executive reporting for VoiceAI, currently handling 1.2M+ monthly calls using Python and SQL.
Previously at HSBC, I developed an in-house UI tool for SWIFT MT / ISO 20022 test file generation and automated alert reconciliation, replacing a third-party tool with ~$1M annual cost savings. I implemented and enhanced payment and name screening post-detection layers—reducing false positives up to 7% and 20–35%—and built regulatory list validation automation that reduced manual effort by 80% and saved 2 FTEs.
Experience
Work history, roles, and key accomplishments
Current
Founder
Career Nexus Academy
May 2025 - Present (1 year)
Spearheaded the development and deployment of Career Nexus Academy from inception to production. Built full-stack infrastructure including front-end interfaces, back-end APIs, database design, cloud deployment, QA, DevOps configuration, and production release.
Current
• Built a UI-driven automation platform generating Business Review decks for 4,000+ clients, eliminating 3 FTEs of manual work.
• Developed a Streamlit chatbot using Groq API for internal Confluence support.
• Designed a HIPAA-compliant tokenization workflow for secure PHI handling.
• Led KPI reporting for VoiceAI product handling 1.2M+ monthly patient calls.
HS
• Built internal tooling for SWIFT MT and ISO 20022 test file generation, replacing a third-party product and saving ~$1M annually.
• Implemented a post-detection screening layer reducing false positives by up to 7%.
• Developed an ML add-on for name screening that cut false positives by 20–35%.
HS
• Automated regulatory list validation across regions using Python, reducing manual effort by 80% and saving 2 FTEs.
• Handled ad hoc alert-data extraction using Hive SQL and maintained Tableau and Qlik dashboards.
• Validated sanctions, AML, and PEP screening using exact and fuzzy matching techniques.
TU
AI Agent Evaluation Specialist
Turing
Engineered programmatically verifiable agentic task scenarios for Amazon AI agent evaluation on tau-bench, building multi-step, multi-API workflows where agents perform 15–23+ sequential tool interactions and generate deterministic outputs across enterprise domains.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Delhi
M.Tech, Power Systems
Grade: 8.67/10
Completed an M.Tech in Power Systems at IIT Delhi, graduating in 2020 with a CGPA of 8.67/10.
National Institute of Technology Calicut
B.Tech, Electrical and Electronics Engineering
Grade: 8.41/10
Completed a B.Tech in Electrical and Electronics Engineering at NIT Calicut, graduating in 2017 with a CGPA of 8.41/10.
RV
Ramkrishna Mission Vidyalaya
Class XII, Higher Secondary
Grade: 93.6%
Completed Class XII at Ramkrishna Mission Vidyalaya in 2013 with 93.6%.
RV
Ramkrishna Mission Vidyalaya
Class X, Secondary
Grade: 10/10
Completed Class X at Ramkrishna Mission Vidyalaya in 2011 with a score of 10/10.
Availability
Looking for a job
Location
IndiaAuthorized to work in
Salary expectations
3500k-6000k USD
Social media
Job categories
Skills
Data ModelingRisk ManagementETLCI CDSQLPythonApache HiveDBTPysparkSnowflakeBigQueryMongoDBStreamlitQlik SenseTableauKPI’SDashboardsGROQConfluenceMachine LearningLogistic RegressionXGBoostLang ChainTensorFlowscikit learnLLM APIs (OpenAILLMs (LangChainAI AgentsRetrieval Augmented Generation (RAG)Prompt EngineeringLevenshtein DistanceFlaskHTMLCSSJavaScriptGitVercelJiraAgenticCheckGmailKerasScoreTaskX++Python ProgrammingPython 3HiveAurora RDS MySQLSnowpipeSnowflake Intelligence AISnowflake Virtual Warehouses
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