Lakshmireddygari Vamsi Reddy

Agile professional with expertise in digital transformation, program management, and strategic planning. Led cross-functional teams, served as Chief of Staff at Tax Head Quarters, and managed parliamentary elections, delivering data-driven solutions to enhance operational efficiency.

Work Experience

Live Project | The AI Stock Analyzer | Mirae Asset    

  • Extracted and parsed SEC filing data using NLP techniques, identifying top securities based on revenues from thematic investments.
  • Developed an automated ranking system to classify securities by their revenue contributions to specific investment themes.
  • Implemented thematic research to uncover investment opportunities in emerging trends, delivering actionable insights for strategic portfolio management.

Inspector of Income tax| Ministry Of Finance, Government of India | Bangalore

  • Engineered a solution using Langchain and OpenAI embeddings to extract vital taxation changes from the Indian Budget, resulting in officers adapting 30% faster to new regulations while enhancing overall compliance efficiency.
  • Implemented Automation for refunds under Rs 50,000 at Incometax CPC,reducing manual scrutiny and cutting processes by 30%.
  •  Functioned in a Chief of Staff equivalent capacity for the Chief Commissioner alongside tax officials; managed more than 150 complex administrative issues, leading to an annual growth rate of 21.6% in total collected taxes.
  • Orchestrated a series of more than 30 search operations(raids) targeting tax evasion, resulting in nearly ₹200 Cr recovery based upon the implementation of robust evidence collection methodologies.
  • Led the digitization initiative for MIS and appraisal systems, seamlessly integrating finance processes and achieving a 3x increase in productivity by automating tasks previously performed manually.
  • Uncovered a tax scam involving significant discrepancies by extracting critical information and collaborating with Singaporean tax authorities in the Foreign tax division, resulting in a substantial tax adjustment of ₹152.4 Cr.
  • Recovered ₹35 Crores in taxes by leveraging regression analysis to identify income pattern deviations during Operation Clean Money in the jurisdiction through data-driven insights.
  • Developed an automated filtering process in Transfer pricing, reducing processing times by 60% per case and enhancing team productivity during peak tax assessment periods.
  • Implemented a Human Capital Management strategy to recruit 30 Data Entry Operators, from crafting tailored job descriptions to conducting structured interviews, which led to a 30% increase in retention rate
  • Developed an internal tracking system platform to monitor processing times for over 200 refund requests weekly; reduced average turnaround time from three weeks to just one week.
  • Spearheaded Optical Character Recognition (OCR)-based digitization of confidential tax records, enhancing access across jurisdictions, accelerating assessments, and cutting follow-up queries by 35%.
  • Led the digital transformation project for the Faceless Assessment pilot in Bangalore, automating workflows to boost assessment capacity by 40% and enable nationwide rollout.
  • Designed Power BI Dashboards integrating quarterly revenue and work progress, improving workforce optimization by 20%.

 Auditor | Indian Audit and Accounts Department, O/o Comptroller and Auditor General | Hyderabad                        

  • Built a query-capable database of audit cases using SQL Server Management, enhancing analytical capabilities by 30%.
  • Identified 20 objections in the contract billings amounting to 88 L while inspecting junior colleges across Hyderabad.  
  • Directed 25 audit teams in optimizing scheduling and resource allocation, reducing delays, and achieving a sub-five-day turnaround per audit cycle across jurisdictions in Hyderabad.
Accomplishments
  • All India Rank of 154 in SSC- CGL 2016: Secured an All India Rank of 154 in SSC CGL 2016 out of 1.54 Million Aspirants
  • Published a peer-reviewed Research paper in March 2023 on Machine Learning in an International Journal with an Impact factor of 7.429: Titled “Car Transportation using KNN,” the paper leveraged the KNN Algorithm to predict employees' preferred modes of transportation for commuting. This study analyzed various variables, identified key predictors, and provided insights into commuting behavior, demonstrating how machine learning can address real-world transportation issues.
  • Special Letter of recommendation from the Principal Chief Commissioner of Income-tax, Karnataka and Goa: for successfully seizing assets worth INR 88.28 Crores, the highest amount across 10 divisions, during the 2019 Parliamentary elections. 
  • Demonstrated exceptional performance by achieving a 9/10 (outstanding rating) in annual appraisals from 2018 to 2024, resulting in recognition within the top 1% among peers.

 

Education

B.E. (Hons.), Electronics and Instrumentation, Birla Institute of Technology & Science, Pilani

Certificates
  • AI for Product Management- Pendo.io
  • PMP Training Certification- Simplilearn
  • Google Advanced Data Analytics Professional Certificate- Google
  • Lean Six Sigmabelt: KPMG
  • Natural Language Processing(NLP) with Python-Udemy
  • Introduction to Generative AI- Google
  • Introduction to Large Language Models- Google
  • Bloomberg Finance Fundamentals: Bloomberg
Co/Extra-curricular
  • Organized a CPR awareness workshop for income-tax officials in collaboration with the Indian Red Cross, Karnataka in -2022
  • Hospitality Co-ordinator for Waves, the Annual Cultural fest at BITS Goa :2013
  • Donated Blood 14 times to date to various Blood Banks and Persons in need since 2012
  • Actively involved as a member in the Covid Logistics group of the Income Tax Department, ensuring the timely supply of life-support equipment, life-saving medicines, and oxygen concentrators and tanks to those in need- 2020

Quick Look

  • Work Experience: 6 Years
  • Previous Roles

     Inspector of Income-tax, Ministry Of Finance, Government of India 

    Auditor ,Indian Audit and Accounts Department, O/o Comptroller and Auditor General   

  • Function : Analytics & Data Science
    Finance/Accounting
    General Management
  • Industry/Sector: Government/PSUs
Work Experience

Live Project | The AI Stock Analyzer | Mirae Asset    

  • Extracted and parsed SEC filing data using NLP techniques, identifying top securities based on revenues from thematic investments.
  • Developed an automated ranking system to classify securities by their revenue contributions to specific investment themes.
  • Implemented thematic research to uncover investment opportunities in emerging trends, delivering actionable insights for strategic portfolio management.

Inspector of Income tax| Ministry Of Finance, Government of India | Bangalore

  • Engineered a solution using Langchain and OpenAI embeddings to extract vital taxation changes from the Indian Budget, resulting in officers adapting 30% faster to new regulations while enhancing overall compliance efficiency.
  • Implemented Automation for refunds under Rs 50,000 at Incometax CPC,reducing manual scrutiny and cutting processes by 30%.
  •  Functioned in a Chief of Staff equivalent capacity for the Chief Commissioner alongside tax officials; managed more than 150 complex administrative issues, leading to an annual growth rate of 21.6% in total collected taxes.
  • Orchestrated a series of more than 30 search operations(raids) targeting tax evasion, resulting in nearly ₹200 Cr recovery based upon the implementation of robust evidence collection methodologies.
  • Led the digitization initiative for MIS and appraisal systems, seamlessly integrating finance processes and achieving a 3x increase in productivity by automating tasks previously performed manually.
  • Uncovered a tax scam involving significant discrepancies by extracting critical information and collaborating with Singaporean tax authorities in the Foreign tax division, resulting in a substantial tax adjustment of ₹152.4 Cr.
  • Recovered ₹35 Crores in taxes by leveraging regression analysis to identify income pattern deviations during Operation Clean Money in the jurisdiction through data-driven insights.
  • Developed an automated filtering process in Transfer pricing, reducing processing times by 60% per case and enhancing team productivity during peak tax assessment periods.
  • Implemented a Human Capital Management strategy to recruit 30 Data Entry Operators, from crafting tailored job descriptions to conducting structured interviews, which led to a 30% increase in retention rate
  • Developed an internal tracking system platform to monitor processing times for over 200 refund requests weekly; reduced average turnaround time from three weeks to just one week.
  • Spearheaded Optical Character Recognition (OCR)-based digitization of confidential tax records, enhancing access across jurisdictions, accelerating assessments, and cutting follow-up queries by 35%.
  • Led the digital transformation project for the Faceless Assessment pilot in Bangalore, automating workflows to boost assessment capacity by 40% and enable nationwide rollout.
  • Designed Power BI Dashboards integrating quarterly revenue and work progress, improving workforce optimization by 20%.

 Auditor | Indian Audit and Accounts Department, O/o Comptroller and Auditor General | Hyderabad                        

  • Built a query-capable database of audit cases using SQL Server Management, enhancing analytical capabilities by 30%.
  • Identified 20 objections in the contract billings amounting to 88 L while inspecting junior colleges across Hyderabad.  
  • Directed 25 audit teams in optimizing scheduling and resource allocation, reducing delays, and achieving a sub-five-day turnaround per audit cycle across jurisdictions in Hyderabad.
Accomplishments
  • All India Rank of 154 in SSC- CGL 2016: Secured an All India Rank of 154 in SSC CGL 2016 out of 1.54 Million Aspirants
  • Published a peer-reviewed Research paper in March 2023 on Machine Learning in an International Journal with an Impact factor of 7.429: Titled “Car Transportation using KNN,” the paper leveraged the KNN Algorithm to predict employees' preferred modes of transportation for commuting. This study analyzed various variables, identified key predictors, and provided insights into commuting behavior, demonstrating how machine learning can address real-world transportation issues.
  • Special Letter of recommendation from the Principal Chief Commissioner of Income-tax, Karnataka and Goa: for successfully seizing assets worth INR 88.28 Crores, the highest amount across 10 divisions, during the 2019 Parliamentary elections. 
  • Demonstrated exceptional performance by achieving a 9/10 (outstanding rating) in annual appraisals from 2018 to 2024, resulting in recognition within the top 1% among peers.

 

Education

B.E. (Hons.), Electronics and Instrumentation, Birla Institute of Technology & Science, Pilani

Certificates
  • AI for Product Management- Pendo.io
  • PMP Training Certification- Simplilearn
  • Google Advanced Data Analytics Professional Certificate- Google
  • Lean Six Sigmabelt: KPMG
  • Natural Language Processing(NLP) with Python-Udemy
  • Introduction to Generative AI- Google
  • Introduction to Large Language Models- Google
  • Bloomberg Finance Fundamentals: Bloomberg
Co/Extra-curricular
  • Organized a CPR awareness workshop for income-tax officials in collaboration with the Indian Red Cross, Karnataka in -2022
  • Hospitality Co-ordinator for Waves, the Annual Cultural fest at BITS Goa :2013
  • Donated Blood 14 times to date to various Blood Banks and Persons in need since 2012
  • Actively involved as a member in the Covid Logistics group of the Income Tax Department, ensuring the timely supply of life-support equipment, life-saving medicines, and oxygen concentrators and tanks to those in need- 2020