Krishna Narayan Singh
$20/hr
Associate Consultant|Financial Analyst|SAP Workflow|Power BI|Tableau| Excel|SQL
Krishna Narayan Singh
Hyderabad, India | - |-| https://www.linkedin.com/in/krishna-narayan-singh-ab72b51a3/
SUMMARY
I nnovative Data Analyst with experience in cash app operations, deduction management, collection, finance, and B2B transactions. Proficient in data
analysis with Power BI, delivering insights from complex financial datasets. With 2+ years in fintech, I've led 10+ projects, increasing automation to
80% for 20+ clients. Skilled in Python and Machine Learning, designing scalable solutions to boost efficiency and streamline workflows.
ECHNICAL SKILLS: Machine Learning, Python,Pandas, LLM, Databricks , Pytorch, Oracle Hcm, Collections, Salesforce, Power BI,
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Git, Data Analytics and visualization, Statistical Analysis,Data Entry, NLP, GENAI, MySQL, Project Management, SQL
PROFESSIONAL EXPERIENCE
ighRadius Corporation
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Associate Consultant - I
yderabad, India
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ecember 2022 – Present
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ash Flow Optimization
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● Demonstrated and adapted strongstakeholder managementby analyzing accounts receivable (AR) data to derive actionable insights.
● Initiated client discussions to explore AI applications'revenue potential, enhancing cash application processes,and designed robustMatching
Algorithmsand Exception Handling systems, increasingdata accuracy by 30% and operational efficiency by 25%.
● Customized and executed automation solutionswithAI, Machine Learning, Python, and SQL,streamliningthe Payment Remittance
Linking Processandcutting manual intervention by50%.
● Enhancedremittance aggregationand AI-powered remittancecapture by designing advanced algorithms and implementing machine
learning-based rules, resulting in a 30% increase in processing efficiency.
● Developedregex patternsfor data preprocessing andmassaging using Python, reducing data entry errors by 25%.
ynamic Segmentation Collection:
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● Formulated an AI-driven collection worklistthat intelligentlyprioritizes and categorizes accounts based on payment behaviors and risk factors.
● Improved collection efficiency by 35%and reducedoverdue accountsby 20%through automation and AI-drivendecision-making.
● Streamlined operationsby automating segmentationtasks, allowing for faster response times and resource allocation.
● Achieved a 40% increase in timely paymentsby ensuringthat the most critical accounts received immediate attention through adaptive AI
algorithms.
ighRadius Corporation
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Trainee / Associate data Scientist - I
yderabad, India
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ecember 2021 – December 2022
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esigned and implemented a successfulproof of conceptself-learning model to identifyfuzzy matching rulesfor matching claim
documents to deduction entities, resulting in a2Xincrease in overall product automation.
● Crafted and tailored complex SQL queries, extractingactionable insights from datasets exceeding 5 million rows, whichenhanced
decision-making efficiency.
● Created and maintained over 20 analytical dashboards and reportsusing SQL data, which improved visibilityinto key metrics and
increased operational performance by 20%.
● Implemented AR work-listenhancements for over 4 liveclient accounts, Incorporating Machine Learning Automating it by ~10%.
LEADERSHIP EXPERIENCE
ighRadius Corporation
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Associate consultant - I
yderabad, India
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ecember 2022 – Present
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Health Check Improvement Initiative
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uccessfully conducted over 20 health checkanalysesfor various clients, focusing on improving hit rates using SQL, Excel, and Python.
● Conducted an in-depth analysis of OCR resources,uncoveringinefficiencies and opportunities that contributed to a20% Improvement in
remittance data capture.
Payment Date Prediction Collection
● Established an AI-poweredsystem to forecast paymenttimelines for incoming open bills, leveraging historical client activity. The solution
utilized AI to generate accurate and timely predictions, optimizing the operations of the accounts receivable department.
EDUCATION & OTHER
RM INSTITUTE OF SCIENCE AND TECHNOLOGY, CHENNAI
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Bachelors in Computer Science and Engineering
ANGUAGES: English (fluent),Hindi (native), Bojpuri(native)
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OTHER EDUCATION:Machine Learning Certification fromICT Academy, IIT Kanpur , Python Certification from Microsoft
INTERESTS:Astronomy, Music, Reading
2022
