Data Assistant
Resume:
Kunal Bhashkar
Senior Data Scientist
LinkedIn: https://www.linkedin.com/in/kunal-bhashkar-656612b3/ Github: https://github.com/kunalBhashkar
Medium: https://medium.com/@BhashkarKunal
YouTube: https://www.youtube.com/channel/UC7HfrknpjajVJ7Z2KR83M9Q/videos Chandigarh, India *********@**********.*** +91-852******* / +91-767******* PROFILE
Senior Data Scientist with over 3.8 years of experience. I am responsible, proactive, and versatile. I provide quick results, efficiency and team spirit. I have good strategic and communication skills in order to establish a good relationship with the client. Highly motivated and passionate for Data Science especially for Deep Learning. Keen to explain data science to non technical business users.
PROFESIONAL EXPERIENCE
Senior Data Scientist, Audertec Solutions LLP, Chandigarh, India June ’19 - Present
● Developed and optimized a highly scalable keyword based search engine using Deep NLP Keyword-based search engine in which if the user type any query then on the basis of keywords in the query the algorithm will return the unique identity number.
Client: Safe Lanes Consultants Pte Ltd, Singapore
Natural Language Processing, NLTK, pandas, numpy, Flask YouTube Link: https://www.youtube.com/watch?v=1Z17FjEED44&t=54s
● Face Recognition based Smart Monitoring System using Deep Learning and Respberry Pi (Proof of Concept) Real-time face recognition based smart monitoring system in which if a person enter in the office space then the system will automatically write the person’s name with a timestamp in the database.
FaceNet, Tensorflow,CNN, OpenCV, Respberry Pi, MQTT (wireless communication) YouTube Link: https://www.youtube.com/watch?v=VcsXlYrZ37c&t=3s
● Real time intelligent potholes detection with GPS tracker (Proof of Concept) Algorithm detects potholes with minimum false-positives, and the good accuracy is performed. We have used spatial interpolation method to reduce the location errors with the help of global positioning system (GPS) data. Faster-RCNN, Tensorflow, opencv, gpxplotter, matplotlib YouTube Link: https://www.youtube.com/watch?v=lsmTcZEqyEY&t=42s
● Sales Forecasting using Time Series Analysis
Monthly sales forecasting using LSTM Time Series of almost 300 products. pandas, numpy, plotly, dash, LSTM
Client: Tynor Orthotics Pvt Ltd, Mohali Punjab, India AI Developer, Kryptoblocks.io, Bangalore, India April ’18 - May ’19
● Domain Specific Conversational AI Chatbot using Deep Learning Conversational AI chatbot using Rasa NLU (Intent classification) and Rasa Core (Dialogue Generation) of sales data. Rasa NLU, Rasa Core, Tensorflow, numpy
Associate Software Engineer, MDI NETWORX PVT. LTD., Pune, Maharashtra, India Oct ’16 - Feb ’17
● Optical Character Recognition using Tesseract
SQL Server, C++, .NET Framework
Software Associate, Mobineers info systems pvt.ltd, Lajpat Nagar Part-II, New Delhi Oct ’11 - Nov ’12
● Online Website for Banking & Financial Services
Core Java, MySql, html, CSS
TECHNICAL SKILLS
Programming Languages: Python, PySpark, Flask, Docker,AWS, MySQL, Scala (Basic), MongoDB Deep Learning Libraries and Toolkits: CUDA,TensorFlow, Keras, Pytorch, scikit-learn, NLTK, OpenCV MINI PROJECTS
● Deep Learning based social distancing measures to follow COVID-19 Protocols May ’20 - June ’20 Faster RCNN architecture and bird eye view projection of the camera take each track in the frame and measure its distance to every other track in the frame. Faster-RCNN, Bounding box repressor, Tensorflow, OpenCv YouTube Link: https://www.youtube.com/watch?v=LRPnpzSV_-I&t=16s
● AI based Speech Bot using Rasa and Google Assistant Oct ’19 - Dec ’19 Rasa NLU (Intent classification) and Rasa Core (Dialogue generation) based chatbot with Google Assistant for Form filling. Rasa NLU, Rasa Core, Tensorflow, Flask
YouTube Link: https://www.youtube.com/watch?v=c1g2cRKoFSM&t=3s EDUCATION
Pursuing PhD, Jawaharlal Nehru University, New Delhi, India May ’15 – Present Deep Learning
Relevant Coursework:
Data Structures Advanced Algorithms Big Data Analytics Machine Learning Deep Learning Natural Language Processing Master of Technology, Computer Science & Engineering, Jawaharlal Nehru University, New Delhi June ’13 - May ’15 Parallel Algorithm of Solution of 3D Hyperbolic Partial Differential Equation, Scientific Computing CGPA: 7.24/9.00 Relevant Coursework:
Data Structures Advanced Algorithms Operating Systems Scientific Computing Database Management System Maximum Entropy Modeling & Applications Natural Language Processing
Bachelor of Technology, Computer Science & Engineering, GJU, Hisar, Haryana, India June ’07 - May ’11 Relevant Coursework: CGPA: 7.34/10.00
Data Structures Advanced Algorithms Operating Systems Object-Oriented Programming (Java & Python) Database Management System Web Technologies Big Data Analytics Artificial Intelligence and Soft Computing Natural Language Processing Bihar Intermediate Education Council, Patna, Bihar, India May ’2004 Relevant Coursework: Marks: 56%
Math Physics Chemistry
Bihar School Examination Board, Patna, Bihar, India May ’2002 Relevant Coursework: Marks: 70%
Advance Mathematics All Subjects
CERTIFICATION
● Udemy Online Certification Course on "Complete Guide to Tensorflow for Deep Learning with Python" Credential: https://www.udemy.com/certificate/UC-XDK3L5R1/
● Udemy Online Certification Course on "Computer Vision Intro™ OpenCV4 in Python with Deep Learning" Credential: https://www.udemy.com/certificate/UC-P188EBI3/
● Udemy Online Certification Course on " Spark and Python for Big Data with PySpark" Credential: https://www.udemy.com/certificate/UC-68463CR6/
● Udemy Online Certification Course on "Apache Spark 2 with Scala - Hands On with Big Data!" Credential: https://www.udemy.com/certificate/UC-RG4U08NV
● Udemy online certification course on"The Ultimate Hands-On Hadoop - Tame your Big Data!" Credential: https://www.udemy.com/certificate/UC-8b3b35b6-100e-488e-a440-841f5deeed09/
● Udemy Online Certification Course on "Deep Learning: Advanced NLP and RNNs" Credential: https://www.udemy.com/certificate/UC-OW23I9ZM/
● Udemy Online Certification Course on " Spark and Python for Big Data with PySpark" Credential: https://www.udemy.com/certificate/UC-68463CR6/
● Udemy Online Certification Course on "Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps" Credential: https://www.udemy.com/certificate/UC-4R399LNK/
● Core & Advance Java including Hibernate, Web Services, Spring Certification Course from Techmentro, Noida Credential: https://drive.google.com/file/d/1z1G2XJHvjR1Ny94Ooe2Wx-nErqb9CF6Y/ ONLINE ARTICLES
Published
● Deep Learning OCR: Deep Learning Algorithm and Robotics Process Automation(RPA) to Extract and Automate Invoice Data
(Medium)
● Face Recognition: Real-Time Webcam Face Recognition System using Deep Learning Algorithm and Raspberry Pi 3B
(Medium)
● Image Classification API Creation using Tensorflow, Flask, MongoDB (Medium)
● Pytorch Tutorial from Basic to Advance Level: A NumPy replacement and Deep Learning Framework that provides maximum flexibility with speed (Medium)
● Spelling Correction Using Deep Learning: How Bi-Directional LSTM with Attention Flow works in Spelling Correction
(Medium)
● Conversational AI chatbot using Rasa NLU & Rasa Core: How Dialogue Handling with Rasa Core can use LSTM by using Supervised and Reinforcement Learning Algorithm (Medium) AREA OF INTERESTS
Basic Data Science: Machine Learning, Statistics, Prediction, Modeling, Analysis, Reporting
● Natural Language Processing: RNNs, LSTMs, Transformers, BERT, GPT2, ELMo, etc for various NLP tasks
● Computer Vision: Faster-RCNN, Mask-RCNN, YoLo for Object Detection; Image Generation using GANs CO-CURRICULAR ACTIVITIES AND AWARDS
● GATE Qualified
● Participated in India International Science Festival organized by, IIT, Delhi, India
● Participated in YOGA Webinar and Workshop arranged by JNU, Delhi, India.
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