Manish Kumar Choudhary Email and Phone Number
As the Head of Data Science and AI at FinanceOps, I'm pioneering the use of cutting-edge AI technology in revolutionizing the Account Receivables sector. My focus is on developing innovative AI features tailored for this area, aiming to streamline financial management practices for businesses. We're dedicated to creating solutions that enhance efficiency and redefine how companies approach their financial operations.Additionally, I'm leading the development of a next-generation AI-driven product for digital transformation. This involves shaping strategy, defining metrics, and implementing scalable processes. With a Bachelor of Technology in Computer Science from KiiT University, I bring a solid foundation in data science, machine learning, and deep learning.I've built and led exceptional Machine Learning teams, fostering innovation and talent development. Together, we've launched pioneering AI features in the Account Receivables space, including cutting-edge Generative AI-driven tools. Collaborating closely with my team, I've enabled over 150 Fortune 1000 clients to harness AI technologies, delivering tangible results and driving value creation.My goal is to bridge the gap between advanced AI technology and practical business needs, empowering organizations to thrive in today's rapidly evolving digital landscape. Connect with me to explore how AI can transform your business!
Financeops
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Head Of Data Science And AiFinanceops Oct 2023 - PresentCreating Alice- World's first fully autonomous collection Agent which can think, talk and act as a good as a human.
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Manager- Development(Data Science)Highradius Jan 2023 - Sep 20236 Patent applied in US waiting for approval.Built first ever Generative AI application in Order 2 Cash space Large Language models, Finance, Machine Learning, Deep Learning -
Team Lead- Data ScienceHighradius Jul 2022 - Dec 2022
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Principal Software Engineer - Data ScienceHighradius Jan 2022 - Jun 2022Designing and developing “Smart Email Reply” and “Smart Email Compose” to reduce collector’s effort in sending personalized email to customers. It saves collector’s time by 8% on daily basis.Skills- System Design, Deep Learning, Natural Language Processing, Software Engineering, PythonDeveloped a model to read incoming emails from customers, perform actions expected to be done by collectors. It saves ~10% of collector’s bandwidth on daily basis.Skills- System Design, Deep Learning, Natural Language, Processing, Software Engineering, PythonDeveloped wake-word model to trigger AI assistant with accuracy>90% and latency between call and trigger <100ms.Skills- Deep Learning, Speech Data processing, Tensorflow.js
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Senior Software Engineer - Data ScienceHighradius Jan 2021 - Dec 2021Developed financial instruments related to FX rate stress testing, cash flow generation, amort generation, accrued interest calculation etc. It provides accurate and fast outputs(<1s) to treasurers for optimize their cash forecasting and cash management processes.Skills- Finance, Python, Cache Management, SQL, System DesignDeveloped predictive models to recommend whether orders to be released or not if customer exhausted the credit limit. It helps in sales acceleration and minimizes business disruption based on feedback from 4 client’s usage output.Skills- Finance, Data Science Machine Learning, Python, SQLDeveloped anomaly detection model to reduce number of days required for detecting anomalies during the Trial Balance process in month-end financial closing activities in the office of CFO.Skills- Finance, Data Science, Machine Learning, Python, SQL
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Software Engineer - 2 (Data Science)Highradius Jul 2020 - Dec 2020Developed a framework to auto-generate customer specific insights in order of relevance for collection analysts. It reduces collection analyst’s time by 75% in preparation for calls with their customers.Skills- Machine Learning, Statistics, Natural Language Generation, PythonDeveloped a self-learning model to identify fuzzy matching rules to match claim documents to deduction entity. It has increased the overall product’s automation by 2X. Skills- Data Analysis, Python, Pattern RecognitionDelivered 27 successful client enablement for machine learning based use cases specific to client’s data resulting in ~19% automation in AR processes.Skills- Machine Learning, Stakeholder Management, Project Management.
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Software Engineer-1(Data Science)Highradius Jan 2020 - Jun 2020Created a framework to simplify the predictions done by model to make machine learning models more explainable.Skills- System Design, Machine Learning, Python ProgrammingLed team to deliver 30+ implementation of different ML use cases across different products to bring ~15% automation across AR teams of clients.Skills- Machine Learning, Stakeholder Management, Project Management.
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Associate Software Engineer 2- Data ScienceHighradius Jul 2019 - Jan 2020Developed Cash Forecasting model using heuristic and time series-based approach with more than 90% accuracy which reduced the treasurer’s dependency on excel sheets.Skills- Time series, Cash Forecasting, Python, SQL, Machine Learning, ARIMA, SARIMASet up a data science team at new office location from scratch including org structure, training plan, development processes, KPI etc. Team started building and delivering production level code and models within 3 months.Skills- Team Building, Strategic Planning, Stakeholder Management
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Associate Software Engineer 1 (Data Science)Highradius Apr 2018 - Jun 2019Hyderabad Area, IndiaDeveloped model to predict the probability of promise of payment being kept by customers using conversational data and customer’s past payment behaviour. Skills- Natural Language Processing, Machine Learning, Python, ProgrammingWorked on research and implementation of a feedback mechanism to identify wrong prediction and nullify their impact when same data is used for retraining purpose.Skills- Statistics, Sampling, Machine Learning, ResearchDeveloped an adaptive trade promotion matching engine based on concepts of reinforcement learning to recommend right promotions to a deduction reducing manual search by analyst by 70%. Organization has patent US for this algorithmSkills-Data Analysis, Statistics, Python, SQL, Reinforcement Learning
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Software Engineer( Intern Data Science)Highradius May 2017 - Apr 2018Hyderabad Area, IndiaBuilt a successful proof of concept of regression model to predict the payment date of invoices. It has helped 70+ clients in reducing DSO by proactively acting on potentially delayed invoices.Skills- Machine Learning, Python, SQL, Account ReceivablesBuilt a successful proof of concept of classification model to predict the validity of deduction. It has resulted into ~12% increase in automation and ~25% increase in recovery of invalid disputed amount for 15 customers.Skills- Machine Learning, Python, SQL, Account Receivables
Manish Kumar Choudhary Education Details
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9.26 -
D.A.V Public School ,Mtps,Muzaffarpur,Bihar95% -
Public School Darbhanga,Darbhanga,BiharIntermediate
Frequently Asked Questions about Manish Kumar Choudhary
What company does Manish Kumar Choudhary work for?
Manish Kumar Choudhary works for Financeops
What is Manish Kumar Choudhary's role at the current company?
Manish Kumar Choudhary's current role is Head of Data Science & AI @FinanceOps.Ai | Try world’s first fully autonomous Collection Agent| Generative AI | 6X patent applied.
What schools did Manish Kumar Choudhary attend?
Manish Kumar Choudhary attended Kiit University, D.a.v Public School ,mtps,muzaffarpur,bihar, Public School Darbhanga,darbhanga,bihar.
Not the Manish Kumar Choudhary you were looking for?
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Manish Kumar Choudhary
Banking Leader & Mentor, Executive Alumnus Iim Calcutta, Iibf Certified Banker, Mba Finance (Icfai Business School) With 24+ Yrs Experience In Sales & Business Development, Product Mgt, Strategic PlanningDelhi, India -
Manish kumar Choudhary
Hyderabad -
Manish Kumar Choudhary
Technical Architect At Infosys Limited | Multi-Cloud | Azure | Aws | Gcp | Full Stack Application | Devsecops | Generative Ai | Data & Bi | Cyber Security | Multi-Cloud Security | Semicon-Embedded SystemBhubaneshwar -
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