Professional Summary
Versatile Data Science professional (MS Computer Science - Distinction) with a unique blend of hands-on Machine Learning Engineering (building models, automating data pipelines for substantial efficiency gains) and expertise in designing impactful data science curricula and mentoring hundreds of learners (Python, SQL, ML). Proven ability to translate complex technical concepts into practical applications and data-driven solutions. Eager to leverage a strong foundation in Python, Scikit-learn, and Statistical Analysis to contribute to innovative projects in either a development or educational capacity.
Work History
SUBJECT MATTER EXPERT OF DATA SCIENCE
Department of Mentoring, FACEPrep Campus
February 2025 - Present
- ●Spearheaded design of data science curriculum (Python, SQL, ML: Regression, Classification, NLP) for students, incorporating industry-aligned capstone projects.
- ●Authored course modules & capstone projects (e.g., 'Predictive Maintenance,' 'Sentiment Analysis') using Scikit-learn, Pandas, & Tableau.
- ●Trained & evaluated data science trainers, establishing rigorous standards for curriculum delivery.
- ●Delivered advanced workshops (Applied ML, Data Storytelling, ML Life-cycles) to students, faculty, & professionals.
ASSISTANT PROFESSOR OF CS & AIML
School of Technology, Woxsen University
March 2024 - September 2024
- ●Delivered lectures and conducted coding sessions for B.Tech students in Core CSE and AI & ML, enhancing student understanding and engagement.
- ●Participated in Curriculum Designing and Course Content development to deliver high quality materials to the students.
- ●Mentored students on academic and research projects, fostering development in both technical skills and innovative thinking.
- ●Led in-house development projects in collaboration with students and faculty.
- ●Served as a jury member for evaluating student internship projects, ensuring high standards of academic and practical excellence.
- ●Participated as a jury in the Societal Impact Projects, assessing and guiding initiatives aimed at community betterment and social responsibility.
- ●Participated as a jury in the Final Year Capstone Projects.
- ●Mentored 9 teams of Freshmen for their Conceptual project.
- ●Published on Book Chapter in Elsevier with the fellow faculties.
- ●Mentored the coding club and the music club.
MACHINE LEARNING ENGINEER
EEGRAB
October 2023 - February 2024
- ●Data Modeling, SRS Documentation
- ●Prototyping and UI/UX Designing
- ●Handled data preparation for Computer Vision models.
- ●Developed scripts to automate data acquisition and preparation tasks, significantly improving process efficiency.
- ●Performed modeling for CV and NLP
- ●Participated in project pitching and direct client interaction.
CODING EDUCATOR (Part time)
Bright Champs
February 2022 - August 2022
- ●Taught Python, Thunkable, and Scratch programming to international students (K12) online.
- ●Developed interactive lessons aligned with the curriculum and increased student engagement by 33%. Collaborated with other instructors to improve teaching effectiveness.
STUDENT INTERN
Ardent Computech PVT. LTD.
July 2018 - November 2018
- ●Implemented ML models using Python from Scratch.
- ●Built a Linear Regression Model for predicting the air precipitation level in the air using historical data.
- ●Built a Classification Model using SVM to determine the Loan Eligibility of a customer.
Consultancy Services
Offering specialized expertise to drive data-driven innovation and enhance organizational capabilities. My services are designed to help businesses and individuals leverage Machine Learning and Data Science for impactful results.
Data Science Strategy & Implementation
Design and implement robust data science strategies, including ML model building, automation of data pipelines for substantial efficiency gains, and integration of advanced analytics.
Custom Machine Learning Solutions
Develop tailored ML solutions for Computer Vision (e.g., ASL translation), Natural Language Processing, predictive modeling, and classification tasks to address specific business challenges.
Advanced Data Visualization Services
Transform complex datasets into clear, compelling, and interactive data visualizations. Provide services to help you communicate insights effectively to any audience.
Technical Curriculum Development & Training
Create and deliver industry-aligned data science curricula (Python, SQL, ML) and advanced workshops for corporate teams or educational institutions, fostering technical growth.
Personalized 1-on-1 Mentorship
Offer tailored guidance and support to selected individuals, covering technical skills, career development, and project execution in Data Science and Machine Learning.
Research Code Review & Refinement
Provide expert review, debugging, and optimization services for code used in academic research papers, ensuring accuracy, efficiency, and reproducibility.
MLOps & Deployment Strategy
Guide the deployment and management of machine learning models in production environments, ensuring scalability, reliability, and continuous integration/delivery.
Ethical AI & Bias Mitigation
Consult on developing and implementing ethical AI practices, identifying and mitigating biases in models, and ensuring responsible AI development and deployment.
Data-Driven Decision Making
Assist organizations in establishing frameworks and processes for data-driven decision-making, optimizing operational efficiency and strategic planning.
Why Choose My Consultancy?
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Proven Expertise: Distinction in MS Computer Science and hands-on experience in Machine Learning Engineering.
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Impact-Driven Solutions: Focus on delivering tangible results, from improving operational efficiency to enhancing classification accuracy.
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Holistic Approach: From strategic planning and model development to curriculum design and team mentoring.
Ready to Transform Your Data Strategy?
Let's discuss how my expertise can drive innovation and efficiency for your business. Reach out today for a personalized consultation.
Projects
COVID-19 GLOBAL VACCINATION TRACKER
2023
- ●Transformed and Enhanced Data using Tableau Prep and LOD expressions and determined the top 6 Key Performance Indicators.
- ●Data Visualisation using Tableau Desktop using appropriate charts for providing insights.
CUSTOMER PERSONALITY ANALYSIS DASHBOARD
2023
- ●Processed Data and created new features using Level of Detail expressions and determined top Key Performance Indicators.
- ●Performed RFM (Recency, Frequency, Monetary Value) Analysis to quantitatively rank and group customers into different segments.
- ●Data Visualisations using appropriate charts to convey insight in the best way possible.
AMERICAN SIGN LANGUAGE TRANSLATOR USING COMPUTER VISION
2022
- ●Developed a computer vision model using MediaPipe to translate American Sign Language gestures with a probability of 87%.
ANALYSIS OF A TWITTER INTERACTION NETWORK
2021
- ●Analyzed and segmented 100,000 social media users into 5 categories using data visualization and machine learning;
- ●identified 20 power users who generated 80% of user-generated content
- ●Determined the initial spreading rate of content was 10 tweets per second and the growth rate was exponential.
AN EDA ON THE LAST TWO WAVES OF COVID-19
2021
- ●Conducted an exploratory data analysis on the last two waves of COVID-19.
XRD AND GAUSSIAN SPECTOGRAPHIC ANALYSIS OF LUNAR REGOLITHS FOR FUTURE SCOPE OF EXCAVATION ON LUNAR SURFACE
2020
- ●Analysis of Lunar Regoliths using Spectral analysis.
- ●Written extensive XRD analysis module using MATLAB.
- ●Written XRD module for Chandrayaan 2 simulation drive and pilot launch and Gaganyaan trial project.
MORPHOLOGICAL CLASSIFICATION OF GALAXIES USING HUBBLE FORK AND CONTEMPORARY EXPERIMENTAL METHODS
2019
- ●Conducted research study on Sloan Digital Sky Survey database, implementing ETL processes to extract and clean data;
- ●leveraged SQL and machine learning to classify data into 10 different groups, substantially improving classification accuracy.
DETECTION OF HABITABLE EXOPLANETS
2018
- ●Collected a statistical dataset of 10,000 different exoplanets scanned by Kepler2 from the University of Puerto Rico.
- ●Conducted a study on the performances of machine learning algorithms by detecting habitable exoplanets, resulting in an increase in the accuracy of the algorithms by 15%.
Publication
2024: BOOK: NECROBOTICS FOR HEALTHCARE APPLICATIONS AND MANAGEMENT Published by Elsevier - Chapter: Ensuring Safety and Ethics in Necrobotics Research through Comprehensive Risk Management and Public Engagement
Skills
Programming Languages
Database
Data Visualization and BI Tools
Data Science Libraries
Skills Proficiency
Education
MASTER OF SCIENCE (COMPUTER SCIENCE)
Pondicherry University
Graduation Year: 2022 | DGPA: 9.17
Relevant Coursework:
- ●Probability & Statistics
- ●Social Network Analytics
- ●Computational Intelligence
- ●Optimisation Techniques
- ●Data Analytics using Python
- ●Introduction to Machine Learning
BACHELOR OF COMPUTER APPLICATION
Maulana Abul Kalam Azad University of Technology
Graduation Year: 2019 | DGPA: 8.55
Achievements & Accomplishments
Qualified GATE
University 2nd rank holder in M.Sc
Earned Elite Silver (top 5%) in an IITM(NPTEL) course named The Joy of Computing
AIR 1 in Pondicherry University Entrance Exam
AIR 12 in Central University Common Entrance Test
Coursework Skills
Accomplishments (Certifications)
2022
DATA ANALYST USING PYTHON TRACK
Datacamp
2022
DATA SCIENTIST USING PYTHON TRACK
Datacamp
2022
STATISTICS FUNDAMENTALS WITH PYTHON TRACK
Datacamp
2021
BASICS OF RS, GIS AND GNSS
Indian Institute of Remote Sensing, ISRO
2021
THE JOY OF COMPUTING USING PYTHON
IIT Ropar-NPTEL
Percentage Obtained: 88%, Grade: Elite Silver (Top 5%)
2019
MATHEMATICAL THINKING FOR COMPUTER SCIENCE
UC San Diego, HSE University and Coursera
Grade: 98.78%
2019
SOCIAL PSYCHOLOGY WITH HONORS
Wesleyan University and Coursera
Grade: 81.23%
2018
DATA-DRIVEN ASTRONOMY
University of Sydney and Coursera
Grade: 96%
Seminars
2019
INTRODUCTION TO ESOTERIC PROGRAMMING LANGUAGES
BCA, Final Year Seminar
2020
2ND IEEE WINTER SCHOOL ON FOG/EDGE COMPUTING
IIT Kanpur
2021
MATHEMATICS SEMINAR ON SCIENCE AND ENGINEERING APPLICATIONS (SEA-2021)
BIT Mesra
Languages & Interests
Languages
- BENGALI:Fluent
- ENGLISH:Fluent
- HINDI:Adequate
- FRENCH:Elementary
Interests
Beyond the algorithms and data, my life is enriched by a vibrant mix of passions. As a musician, I find joy in creating and songwriting, letting melodies and lyrics tell their own stories. I'm also deeply drawn to the discipline and excitement of combat sports, which teach focus and resilience – qualities I value in my professional life too. When I'm not immersed in data or music, you might find me strategizing over a game of chess, diving into a good book, or even seeking the thrill of adventure sports. These diverse interests not only provide balance but also fuel my creativity and problem-solving approach in everything I do.