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My Journey

From home to BITS Pilani to SCBGBS to MBRDI and WIPRO

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1998-2013: Lived in udaipur

Udaipur, often called the "City of Lakes," is a stunning city in Rajasthan, India, renowned for its romantic charm, intricate architecture, and vibrant culture. Nestled among the lush Aravalli hills and surrounded by shimmering lakes like Pichola and Fateh Sagar, Udaipur has a unique allure that captivates travelers. Its history dates back to the 16th century when Maharana Udai Singh II founded the city, crafting a legacy of regal splendor. The magnificent City Palace, perched on the lake’s edge, reflects a blend of Rajput and Mughal architectural styles, showcasing ornate courtyards, delicate balconies, and timeless paintings. Udaipur’s enchanting palaces, vibrant bazaars, and traditional handicrafts celebrate the city’s rich heritage, while cultural festivities and delicious Rajasthani cuisine add to its warmth and vibrancy. Whether exploring the labyrinthine alleys of the old city, enjoying a sunset boat ride on Lake Pichola, or witnessing a traditional dance performance, Udaipur offers an unforgettable experience steeped in royal history and natural beauty.

2015-2019: Studied at Bits Pilani

BITS Pilani Hyderabad Campus, a prestigious extension of the renowned Birla Institute of Technology and Science (BITS), stands as an academic haven in the vibrant city of Hyderabad. Known for its rigorous curriculum, innovative spirit, and focus on holistic education, the campus attracts bright minds from across the country. Spread across a sprawling, green landscape, the campus features state-of-the-art labs, spacious lecture halls, and a vibrant library, creating an inspiring environment for students to push boundaries in engineering, science, and management. With a strong emphasis on research, entrepreneurship, and experiential learning, BITS Pilani Hyderabad empowers students to explore cutting-edge ideas and engage with real-world challenges. The campus also boasts a lively student culture with numerous clubs, fests, and events like Pearl, the cultural festival, which celebrates creativity and camaraderie. With a legacy of producing accomplished alumni, BITS Pilani Hyderabad remains a beacon of academic excellence and a cherished place of learning, growth, and innovation.

2020-2023: Job at SCB GBS

Standard Chartered Bank’s Global Business Services (GBS) center in Bangalore is a dynamic hub of innovation, technology, and financial expertise, supporting the bank’s global operations. As one of the key locations in the bank's global network, the GBS center in Bangalore brings together talented professionals who work across a wide array of areas, from software development and cybersecurity to risk management and financial analytics. The facility is known for its culture of inclusivity, collaboration, and continuous learning, enabling employees to drive impactful solutions for complex banking challenges. Leveraging cutting-edge technology, the center plays a pivotal role in streamlining the bank’s processes, enhancing digital offerings, and providing high-quality services to clients worldwide. Standard Chartered GBS Bangalore not only fuels the bank’s operational efficiency but also contributes to the local community through various sustainability and social responsibility initiatives. As a result, it stands out as a leading financial service center in Bangalore, fostering growth, innovation, and a commitment to positive change.

2024-Current: Doing job @ MBRDI

Mercedes-Benz Research and Development India (MBRDI) in Bangalore is a premier innovation center driving the future of automotive technology. As one of the largest research and development hubs for Mercedes-Benz outside Germany, MBRDI plays a crucial role in advancing cutting-edge solutions across digital product development, IT, data sciences, and artificial intelligence. The center is known for its work in areas like autonomous driving, connected vehicles, electric mobility, and advanced safety systems, combining engineering excellence with technological innovation. With a collaborative and diverse work environment, MBRDI attracts top talent from around the globe, fostering an ecosystem where creativity and precision come together to shape the future of luxury mobility. Alongside its technical pursuits, MBRDI actively engages in initiatives for social impact and sustainability, aligning with Mercedes-Benz’s commitment to a greener, more sustainable future.

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Welcome to prakhar's hyperbolic time chamber
Son Goku

Welcome to prakhar's hyperbolic time chamber
Saitama

Welcome to prakhar's hyperbolic time chamber
Gohan

Welcome to prakhar's hyperbolic time chamber
Goten

Hi there!

College Placement happened @ SCB GBS Private Ltd

Placement Happened

WHO AM I?

Son. Analyst. Reader. Bitsian Forever. Cycling and Swimming Enthusiast

python, Anaconda, Jupyter Notebook, Visual Studio Code

95%

Frontend and backend

python, Django, Flask, Dash, Plotly, PostgreSQL, Cloud Firestore - google firebase

95%

Data Analytics and Machine Learning

python, Tensorflow, Keras, Numpy, Pandas, Scipy, Matplotlib, Scikitlearn

95%

Computer Vision

python, tensorspace.js, facedetection, yolov3, opencv, faster-rcnn

95%

Natural Language Processing

python, Huggingface transformers, nltk, gensim, spacy, textblob

95%

Web Development

python, tkinter- GUI making in python, android in kivy-python & Data Structures and Algos.

80%

Other Technologies

C++, Javascript, SQL Queries, unittest & Matlab

75%

Daily usage tools

Trello, Jira, Confluence, Github, Bitbucket, Gliffy

90%

My Experiences

  • 2020-Data Analyst

    ML(Machine Learning), DL(Deep Learning), AI(Artificial Intelligence), CV(Computer Vision), NLP(Natural Language Processing), UI/UX(Dash Data Visualization)
    Company - Standard Chartered Global Business Services
    Duration - [Aug 2020 to Current]
    Location - Bangalore

  • 2018-Back End Developer

    Database Management
    Company - MunshiG Pvt Ltd
    Duration - 5.5 months [Jul 2018 to Dec 2018]
    Location - Udaipur

  • 2017-Sector Analyst

    Implemented Monthly & Yearly Compound Annual Growth Rate- analysis of data from past 1 year to predict growth
    Company - Essar Power
    Duration - 2 months [May 2017 to July 2017]
    Location - Jamnagar

My Education

  • 2015-Bachelor of Technology/B.E. Honors

    Electronics and Instrumentation
    Institute - BITS Pilani, Hyd. Campus
    Session - 4yr [2015 to 2019]
    Aggregrate - 71.50%

  • 2012-Intermediate (High School Education)

    11-12th CBSE(Central Board of Secondary Education)
    School - St. Anthony Senior Sec. School,Udaipur Rajasthan
    Duration - 2yr [2012 to 2014]
    CGPA(scale) - 8.6

  • 2011-St. Anthony's Senior Secondary School - India

    10th CBSE(Central Board of Secondary Education)
    School - St. Anthony Senior Sec. School,Udaipur Rajasthan
    Duration - 1yr [2011 to 2012]
    CGPA(scale) - 10

My Personal Projects

Barcode Printer Automation

Barcode Printer using Multithreading and Dynamic Programming

My Personal Projects

Face Detection on Avengers dataset

Face Detection on Avengers dataset

Custom Charts Clone

Custom Charts Clone

Python firebase package

Python firebase package

My Personal Projects

Metaverse Portfolio Website

Metaverse Portfolio Website

Youtube Downloader Clone demonstrating Multithreading

Youtube Downloader Clone demonstrating Multithreading

Python algebra package

Python algebra package

My Personal Projects

Python dataset Unsupervised automation package

Python dataset Unsupervised automation package

Python dataset Supervised automation package

Python dataset Supervised automation package

Python np-complete problem solver package

Python np-complete problem solver package

My Personal Projects

Noise Detection Web App

Noise Detection Web App

Project Euler Questions

Project Euler Questions

Transform Your Worst Performing ML Models into High Achievers in 8 steps

Transform Your Worst Performing ML Models into High Achievers in 8 steps

My Personal Projects

Python Dalle Clone

Python Dalle Clone using sign in authentication

Python ChatGPT Clone

Python ChatGPT Clone using sign in authentication

My Personal Projects

React Pokemon+Netflix Clone

React Pokeflix Clone using sign in authentication

  • Slide One

    Creative and Innovative mould of thinking, consistency, aspiration and motivation are the important skills for a being to strive towards an ideal to reach to the sun. Every idea was started in a basic container like garage.

  • Slide Two

    Any impossible can be reached is my motto and one's thirst for knowledge and passion will help her/him to leave a significant mark in any field.

  • Slide Three

    Thus, I am inclined to get to the next level in career, personality and competitive programming.

Certifications

Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

Udemy

Issue Date: Dec 4,2022

ID: UC-088d5002-10a1-44a9-bd3a-618157031011

Link
Unsupervised Deep Learning in Python

Udemy

Issue Date: Nov 5,2022

ID: UC-dabab1d9-5846-44e0-bfd8-04dc53c9eb0e

Link
Unsupervised Machine Learning Hidden Markov Models in Python

Udemy

Issue Date: Dec 10,2022

ID: UC-e34a5ebe-fc00-458b-8243-c5fd7c3ff8fd

Link

Certifications

Natural Language Processing with Deep Learning in Python

Udemy

Issue Date: Nov 1,2022

ID: UC-335de295-86e5-4627-b177-5bfeb1131dfc

Link
Modern Deep Learning in Python

Udemy

Issue Date: Oct 23,2022

ID: UC-9b56c20d-6d58-4fe3-a115-44f5e87ad279

Link
Machine Learning: Natural Language Processing in Python (V2)

Udemy

Issue Date: Oct 29,2022

ID: UC-0f4525d4-723e-4278-a01a-c7486b7e5df4

Link

Certifications

Ensemble Machine Learning in Python: Random Forest, AdaBoost

Udemy

Issue Date: Oct 25,2022

ID: UC-4e399fa1-71e7-42f8-b16a-f76b586c5875

Link
Data Science: Natural Language Processing (NLP) in Python

Udemy

Issue Date: Oct 27,2022

ID: UC-5ad2872c-ae70-4d6e-a2d7-61016f636ebe

Link
Cluster Analysis and Unsupervised Machine Learning in Python

Udemy

Issue Date: Oct 22,2022

ID: UC-245a45fa-185c-4d27-baf1-7a45ca624a59

Link

Certifications

Data Science: Supervised Machine Learning in Python

Udemy

Issue Date: Oct 20,2022

ID: UC-b0caefb7-7cb5-4c52-b2a6-f7cebb03297e

Link
Deep Learning Prerequisites: Logistic Regression in Python

Udemy

Issue Date: Oct 20,2022

ID: UC-be5978dd-0dff-4ec9-9cde-7773eadc63f0

Link
Deep Learning Prerequisites: Linear Regression in Python

Udemy

Issue Date: Oct 20,2022

ID: UC-19c9b53d-1cb6-4421-8ad7-71a4edd0415d

Link

Certifications

Data Science: Deep Learning and Neural Networks in Python

Udemy

Issue Date: Oct 21,2022

ID: UC-f4579e4c-b7f4-4a9f-a733-98a3f4840c13

Link
Machine Learning: Support Vector Machines in Python

Udemy

Issue Date: Oct 28,2022

ID: UC-3fc23ae1-c5a5-4bda-9289-cd07dd6273e1

Link
Advanced Data Analytics using Python[2022]

Udemy

Issue Date: July 10,2022

ID: UC-de946059-a82c-4e05-9083-05fd1bc942f3

Link

Certifications

Build your own Proof Of Stack Blockchain

Udemy

Issue Date: Feb 5,2023

ID: UC-dd25c764-a103-411c-bbd8-88d949d48831

Link
Machine Learning Optimization Using Genetic Algorithm

Udemy

Issue Date: March 13,2023

ID: UC-601fcba9-9217-4f02-8642-5834d1340e4c

Link
Optimization with Metaheuristics in Python

Udemy

Issue Date: March 19,2023

ID: UC-1aa1a397-3901-421a-8880-b490e65685a7

Link

Certifications

Math for Data Science Masterclass

Udemy

Issue Date: March 24,2023

ID: UC-28b4533d-2ca4-4315-96d4-923ef022d0d2

Link
Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

Udemy

Issue Date: Nov 7,2022

ID: UC-4c8e322c-5360-4f01-bb08-906822ca8840

Link
Web Automation with Selenium WebDriver and Python

Udemy

Issue Date: March 11,2023

ID: UC-2b5531ae-c074-40cc-bde8-0fdde60502c7

Link

Certifications

AI and Meta-Heuristics (Combinatorial Optimization) Python

Udemy

Issue Date: Feb 18,2023

ID: UC-701de76e-0530-44a0-91f6-d3c6b1b9b23e

Link
Interactive Python Dashboards with Plotly and Dash

Udemy

Issue Date: Feb 11,2023

ID: UC-bc56300a-73d9-4cf3-bcef-e7e78b814a43

Link
Deep Learning: Advanced Natural Language Processing and RNNs

Udemy

Issue Date: Jan 29,2023

ID: UC-f047bc98-ce3a-4274-a1c6-048a3422cf37

Link

Certifications

Recommender Systems and Deep Learning in Python

Udemy

Issue Date: Dec 11,2022

ID: UC-41f2f547-ae22-4ff0-bfdd-731b16fc8374

Link
Bayesian Machine Learning in Python: A/B Testing

Udemy

Issue Date: Nov 11,2022

ID: UC-f8c2e086-3ad4-40c9-873a-375c99f6a782

Link
Deep Learning: Recurrent Neural Networks in Python

Udemy

Issue Date: Nov 5,2022

ID: UC-222ca6b3-5c13-456c-baed-387acb575ed0

Link

Certifications

Deep Learning: Convolutional Neural Networks in Python

Udemy

Issue Date: Oct 30,2022

ID: UC-82c45778-7c1e-4b62-8792-0a1bbcfd16be

Link
Python Network Programming Complete Masterclass

Udemy

Issue Date: Sept 29,2022

ID: UC-c6e3270a-7738-4b01-872e-8bfcf73042e2

Link
Taming Big Data with MapReduce and Hadoop - Hands On!

Udemy

Issue Date: Aug 28,2022

ID: UC-a062f335-7d5f-4eea-8253-c5bc67827817

Link

Certifications

Bash Scripting and Shell Programming (Linux Command Line)

Udemy

Issue Date: Sept 26,2022

ID: UC-ea054db6-531c-47cf-95c9-70350bdd7b02

Link
Cryptography and Hashing Fundamentals in Python and Java

Udemy

Issue Date: Feb 4,2023

ID: UC-38c6af18-f3fc-448e-8b56-acc774972d57

Link
React.JS Crash Course: The Complete Course for Beginners

Udemy

Issue Date: May 7,2023

ID: UC-dde0aff2-f89a-4bf9-9211-7976de296f6c

Link

Certifications

Vue JS + Google Maps API: Ultimate Beginner's Friendly Guide

Udemy

Issue Date: May 7,2023

ID: UC-f901b9a1-b869-437c-af53-1b5fb47f294a

Link
Learn Android Application Development

Udemy

Issue Date: March 16,2020

ID: UC-873738ad-15c4-489b-8322-2b98818b8302

Link
Unity Mobile Game - Create Your First Hyper Casual Game !

Udemy

Issue Date: Oct 12,2022

ID: UC-dc032edc-0e29-4740-b3ea-437a90dc8315

Link

Certifications

Cutting-Edge AI: Deep Reinforcement Learning in Python

Udemy

Issue Date: May 19,2023

ID: UC-899c70ab-3fb0-49ad-96a9-7a235f65e4d1

Link
AWS SageMaker Practical for Beginners | Build 6 Projects

Udemy

Issue Date: March 20,2023

ID: UC-69ca8c51-4cc6-428b-95e3-7ef0b9c76944

Link

Languages and Tools Used:

numpy
numpy
 pandas
pandas
 opencv
opencv
 pytorch
pytorch
 pycharm
pycharm
 anaconda
anaconda
 android studio
android
 axios
axios
 bitbucket
bitbucket
 bootstrap
bootstrap
 c
c
 chartjs
chartjs
 cplusplus
cplusplus
 css3
css
 d3js
d3js
 django
django
 docker
docker
 flask
flask
 font-awesome
fontawesome
 git
git
 github
github
 heroku
heroku
 html5
html
 java
java
 javascript
javascript
 json
json
 linux
linux
 matlab
matlab
 mongodb
mongodb
 mysql
mysql
 nodejs
nodejs
 npm
npmjs
 postgresql
postgresql
 postman
postman
 python
python
 rapid-api
rapidapi
 react
reactjs
 redux
reduxjs
 selenium
selenium
 tensorflow
tensorflow
 typescript
typescript
 ubuntu
ubuntu
 virtual-box
virtualbox
 visual-studio-code
visualstudio
 webpack
webpack

My Company Projects

Ner Explainability Creation
◦ Researched on methods to detect explainability of an existing system at word level accuracy of 80%.
◦ Implemented NLP pipeline for a ML based NER explainer search engine. Worked on text preprocessing functions and integrated them in pipeline to prepare input for a machine learning model during training as well as prediction.
◦ Deployed local level explainability on trained SKLEARN CRFSUITE model using dash app on localhost interface to handling and improving query classwise visualization response for a single sentence accurately.
◦ Created Champion Challenger and added NER pipeline for existing developed pipelines by comparing champion log files and challenger log files for all of the best selected metrics for ML with regression and classification, Object detection with/without classification and Text Prediction models using python. Reduced overall time complexity to consider Million points(scalable). Further selected best metrics for Object detection pipelines.
Image Duplicate Prediction
◦ Developed analytical and ML models to assist other insider client team in identifying the right duplicates and influential missing documents for various banking pdfs to improve the overall duplicate detection of barcodes, seals and other important contents of the TradeLC Docs by atleast 80%.
◦ Built ML models to get probability of bounding box detection of barcodes, watermark seals, handwritten signatures (Used Structural Similarity Index (SSIM) score on top of cosine similarity score before comparison of two images) Projected the bounding box to dataset and retransformed the data to clients. Achieved 85% Accuracy score using transfer learning of faster rcnn mobilenet models on neural nets.
◦ Worked on data visualization, report creation of analytical models to support our hypothesis and for client presentation.
◦ Selected best metrics for object detection with or without classification and deployed same into production in champion challenger pipeline
General Duties involved
Helped automate manual data extraction processes by doing Keyword extraction of e product documents(client ids, and other confidential details) using python and regex. This work improved SLA for the agreed deliverables from 1 day to 1 minute per document.
◦ Automated synthetic dataset generation by doing Multi blending labels of product documents(watermarks, barcodes, seals and other confidential details) using python and opencv. This work involved Parallel Processing improved Data Creation for the agreed deliverables from 4 hour to 1 hour per document 256 combinations of logos.
◦ Detected fraudulent activities related to similar topics by building a LDA topic model as well as GNNs on Finance dataset related to credit card(kaggle) using python and gensim. Builded functions at the hackathon by SCB. (Another approach using BERTopic can be done as well.)
Interacted with other colleagues to implement a research paper on image robustness model development using adversarial samples generation to make the ML model robust against different kind of attacks like feature collision, tensorclog, etc.
Currently working on building many projects to unleash my creativity and to further unlocking my true potential. This will help me to reach new milestones.

Future works involves Image to Text Pipeline creation that includes combining my mini-projects and building one large prototype.

Planning to continously upskill myself on various aspects of system design as well and expanding my youtube channel in free time.

My Offered Services

Python

Contact me on linkedin to discuss more about the most trending language that is
python3 according to stackoverflow.com on technologies like

  • Dash
  • Flask
  • docarray
  • Tkinter
  • kivymd
  • beautifulsoup
  • and the list goes on and on...

Backend Development and much more to offer...

Discussion on more things that is done by me likely about web scraping on datasets of justDial.com, making a web server according to business logic, automating your google searches and talking about fetching data from nosql databases like mongodb, firestore, and firebase as well as sql databases

  1. SQLite3
  2. MySQL
  3. SQLAlchemy
  4. SQL
.

Data Analyst-College projects and much more ...

Done work on ML based on various college level datasets implemented

  1. SGD
  2. (RR)ridge regression
  3. (LR) logistic regression
  4. (LAR) least angle regression
  5. k- means clustering
  6. (MAP)probabilistic algorithm for Maximum A Priori
  7. (ML) maximum likelihood rule and
      Neural Network algorithms like
    • (RBF-NNs)Radial Basis Function Neural Networks
    • (MLPs) Multi Layer Perceptrons
    • (ELMs) Extreme earning Machine
    • (SAEs)Stacked Autoencoders
      • and
    • trained CNNs.
&
Evaluated these algorithm on standard datasets like Iris dataset.

Go to Clickable Resources

  • Books

    Libgen

  • To do List App

    Notion

  • Udemy Courses

    Discudemy

  • Codechef Platform

    Codechef Problems Solved

  • Codeforces Platform

    Codeforces Problems Solved

  • Atcoder

    Atcoder Jump from ~7000 to ~3000 Ranking, Not afraid of 4th question in contest now

Contact Me

Interested in talking to me, to know me better
contact me on twitter,quora or facebook.com or to better know me in person, contact me at my email

9414758204

gprakhar0@gmail.com

http://github.com/prakHr

Made with Dec25,2018 by Easy Tutorials. Go to youtube tutorial link