ANKUSH JANNANI
Bangalore, India 560103
7276993730
ankushjanani54@gmail.com
PROFESSIONAL Dedicated Data Scientist with experience in achieving tangible results and cross-
SUMMARY team collaboration. Proactive and excited to partner with like-minded individuals to
achieve goals.
EXPERIENCE Data Scientist, 09/2020 - Current
Persistent, Bangalore, India
• Created processes and tools for monitoring and analyzing model performance and
data accuracy, defining and applying modelling changes to support analytic
efforts.
• Applied custom models and algorithms to data sets to evaluate and solve diverse
company problems.
• Built predictive models and machine-learning algorithms to analyze large data sets
and draw useful conclusions, minimizing introduction of errors into analysis
processes.
Corporate Sales Manager, 06/2019 - 01/2020
OYO
Business Development Executive, 01/2019 - 06/2019
Insights Success Media and Technology Pvt. Ltd, Pune, India
CORE • Project understanding & Coordination • Languages & Libraries:
QUALIFICATIONS • Strong decision maker • Python, SQL, Mongo DB, Pandas,
• Complex problem solver NumPy, Regex, nltk, Tensorflow,
• Creative Thinker XGboost, Keras
• Innovative • Algorithms: Linear & Logistic Regression,
• Service-focused Naive Bayes, K-NN, K-Means, SVM, PCA,
• Python/ML Packages: NumPy, Pandas, Decision Tree, Random Forest, Lasso,
Lambda, Scipy, Scikit learn, Seaborn, Ridge, Boosting Algorithms, NLP
Matplotlib • API's : Flask Web framework, Postman,
AWS
• Systems: Windows, Linux, Conda, VS
Code, ios
..
• Data visualisation
ACCOMPLISHMENTS • Projects-
• Project 1- SmartRoute: AI-Enhanced Supply Chain Navigation
• Description: Develop a predictive model to accurately forecast the order region by
applying Machine Learning Algorithms to optimize the supply chain activities for a
variety of products
• Roles:
• Contributed by collecting and preprocessing data, developing predictive model
for product region prediction, integrating models into the system, monitoring
performance, and collaborating with cross-functional teams to optimize supply
chain operations using data-driven insights
• To understand product supply is getting so much easier with the help of this project
got 23 % increase in predicted region on selling and production
• Project 2- CNN Video Based Social Media Influencer Analysis
• Description: Develop a deep learning solution to analyze video content from social
media influencers and determine the presence of product promotion within the
videos using Classification problem
• Project 3- Analysis of E-Commerce Reviews
• Description: Aims to analyze e-commerce reviews to understand customer
sentiments, product preferences, and user experiences. It will develop a powerful
NLP model to process large text data from e-commerce platforms, extracting
valuable insights for business intelligence and decision-making.
ADVANCED SKILLS Machine Learning:
Linear & Logistic Regression, Naive Bayes, K-NN, K-Means Clustering, SVM, PCA,
Decision Tree, Random Forest, Lasso, Ridge, Boosting Algorithms
Libraries: Numpy, Pandas, Matplotlib, Seaborn, SciPy, RegEx, Scikit learn, etc.
Deep Learning:
Neural Networks, Deep Learning, ANN, CNN, Transfer Learning, Back Propagation,
Linear Algebra, Tensorflow 2.x, Keras
AWS:
Elastic Compute Cloud, Sagemaker, Notebook instance, AWS container, Simple
Storage Services S3, Deployment, Multi cloud environment
NLP:
Text understanding, representation & classification techniques, Text clustering skills,
Text Classification, Text Summarization, Trans
Libraries: nltk, spacy, gensim, textblob, langdetect, googletrans
Techstat: TFIDF, word2vec, doc2vec, sent2vec, keyphrase extraction, NER
Databases:
3C (Command, Constrains, Clauses), CRUD operations, Subqueries, Window
functions, Joins
Math's & Stats:
Filter, Wrapper, Embedded Method,
P-Value, T-Test, Z-Test, ANNOVA test, Chi-Square Test, Info-Gain Test, Hypothesis
Testing.
probability, statistics, linear algebra, Gradient Descent
ACHIEVEMENTS: • Stood 2nd In Roller Skate (District), Basket Ball Under 12 (District)
• Garba Dancer Of The Day- 2017, 2018, 2019, 2021, 2022
• 2nd In Project Competition while Final Year In Graduation
CERTIFICATION: Certified Data Science Course- Pune
EDUCATION
Pune University, 2018
B.E
MSBTE, 2013
DIPLOMA
Maharashtra State Board, 2010
LANGUAGES English, Hindi, Gujarati, Marathi, Marwari
