Superblog.ai

I'm building the enterprise alternative to wordpress with ui/ux of medium. Infinitely scalable due to a complete serverless architecture. Whether your blog has 1 visitor or 1 Million visitors it keeps the same performance. Let's build a super web. A greener web.

Founder & Chief Super Officer

DigiBoosterCo

Digibooster.co is an influencer marketplace providing deep-insights on campaigns, influencers for brands to make data-based decisions. In addition to building the entire tech stack single-handedly, I had contributed to product & business strategy.

Chief Technology Officer

Startup Chile

Our startup (Spotplay) was selected for Startup Chile batch in 2018. I was the Cofounder and CTO.

Fellow

SpotPlay

SpotPlay is a patent-pending technology to serve content through Wi-Fi without Internet. I handled everything Tech – Envisaging the product, Developing Client/Server apps (Web + Native), Building the custom OS for Hardware.
As a part of the product development I came up with a new CDN architecture
 for which we filed a patent in US. 
Patent No.: 15187855

Co-Founder & CTO

Startup Leadership Program

Fellow (Bangalore 2015)

mHotspot

mHotspot is a free windows software to turn a laptop into WiFI hotspot to share internet and files.
With over 5 Million downloads and more than 1.5 Million active hotspot stars per month, mHotspot is growing rapidly. And yes won lots of awards including a position in 'Most useful software of 2013 by CNET.com'

Founder

1BN Software Private Limited

Tcs Kolkata

Innovation Labs (R&D)

[Not looking to raise funds, thank you. :)] 

I love to build new stuff. Sometimes not really useful but cool stuff. 

Since 2010, I have developed apps and games with millions of downloads with mHotspot being the most popular app. I had worked with C, C++, Java, C#.Net, Javascript, jQuery, React, React Native, MeteorJS, Unity, GatsbyJS, GraphQL, NextJS, Mongo, Express, Node, Puppeteer, OpenWrt, Firebase, AWS/DO, Hasura, Prisma, FaunaDB/FQL, Typescript, Svelte. I’ve built desktop, web and mobile apps (few games too). What I can, will, do and love is to build a product from 0 to 1. Single-handedly. 

If you’d like to know a few milestones in my journey, please visit: https://saikrishna.me/journey
I love to talk about tech, movies, and music.

Fellow of Startup Leadership Program, NUMA, Startup Chile

Sai Krishna

Xoriant

Senior Data Scientist

ExperienceFlow.AI

=> Created Machine learning support for the product ‘Digital Nervous System’ (DNS app) which tracks, predicts, showcase the vital information about resources for multiple clients from Healthcare,Manufacturing, Accounting & Retail domains.

=> Forecasting for weekly, Daily, Hourly with Time series Models, such as AutoML, FBProphet, LSTM with time series engines such as TPot & H2O. Provided support for SAX analysis report for weekly monthly & quarterly data.

=> Implemented features like Pandas Profiler, Sweetviz, & plotly dash for interactive visualization. Added What-if Analysis, ARIMA, Feature engineering (Feature Encoding, feature Population, Dimensionality Reduction, Feature selection, feature Normalization, POC on Graph DB (Neo4j) for route optimization for field executives.

=> Model explanations with SHAP Summary Plot (Local interpretation with Shapley values), Partial Dependency Plot PDP, ICE (Individual conditional explanation) Plot (Global interpretation) Learning Curve Plot etc.

=> Working on deployment of ML system with Apache Airflow (MLOps). Using Airflow’s DAGs & celery Feature store, metadata store, docker containers, model monitoring (tracking the model drift & data drift).

=>Chatbot for DNS app to support multiple clients from different domains; user can directly write query/keyword instead of searching/shuffling the app & applying the filters to get required info. Built the NLU in RASA 3x.

Data Scientist

upGrad

==> Design & describe the Project work for students & solve their issues with machine learning models, hyperparameter tuning and EDA. Oftenly teach the concepts of feature engineering & data cleaning techniques in Pandas or pysaprk

Data Science Consultant

Red Hat

==> Connect & discuss the business requirements of stakeholders to provide details and subject matter expertise needed to build a dashboard in Tableau. Tools Used for report generation Tableau 2019.4, Python 3x for EDA, SQL, MS-Excel

Data Analyst

YouCreate Technologies

==> Informatica (ML, IDQ, EDC, Informatica Cloud)

==> AWS cloud, S3, EC2, Sagemaker for ML Pipeline

==> Used Informatica Cloud & services, to build the pipeline for Data analytics using PySpark & End to End Machine Learning Solutions

==> Completed global certification in IDQ 10.0 
==> Next on global certification of 'Azure Data Scientist' (DP-100)

=> Improved project deliveries by capturing customer requirements & organizing sprints, for new project features.

=> Chatbot: Delivered chat-bots in various technologies such as RASA Core and Rasa Natural Language Understanding (Rasa NLU, NLG, RASA X), 
‘Dialogflow’ (Rule based) on Google Cloud Platform (GCP),
& Deep learning (Pytorch, TensorFlow) For the company websites & for the clients (Retail, E-commerce)  to streamline their customer relationship management (CRM).      
Another POC in Azure Bot - LUIS (Azure Cognitive Services)                   Duration: 14 Months

=> ‘Tool for Human Resource management & application screening’: Created a web application to help employers (HR) to get the best matching resumes for a particular post. 
Developed it (resume ranking system, ATS) using Natural language Processing, 
(Cosine similarity, TF-IDF, NLTK, Spacy, Semantic search, etc. libraries.)                                       Duration:11 Month

=> Used machine learning and Statistical Modeling techniques to develop and evaluate algorithms to improve performance,data management, and accuracy. 
Analyzing previous models to extract more value from the customer data we collect, which will help us to know more about users and merchants that help in the marketing & retail businesses.

=> Dev Environment: Analytics environment based on Docker and AWS, standardized the Python and R prog. dependencies.

=> Reporting Tool : Tableau

=> Other tools :- SSIS, Google Analytics, Tableau 10, 
 E-Tracker,  Informatica Pipeline for an end to end ML, & 
statistical modeling.

Machine Learning Engineer

Data Science Intern

After discovering my long due passion for Mathematics & Computer science, I finally had the courage to ditch my well-paid job as a 'Service Engineer' & Re-start the learning process of  'Statistics & Computer science'.

 So I pursued 'PG Diploma in Big Data Analytics' 
from C-DAC (Pune) ; and wallah, I become a Data Scientist.
No, actually; for first 6 years of my career I worked with different startups!!!
      
 Over the period I have learnt a lot 
( & I am still learning), 
 Like in my class:
I couldn't claim that I was smarter than sixty-five other guys- - but the average of sixty-five other guys, certainly!!!

& Since 99 percent of all statistics only tell 49 percent of the story, So Most people use statistics like a drunk man uses a lamppost; more for support than illumination . . .

And a thing about failure that 
"If at first you don't succeed, try two more times so that your failure is statistically significant" . . .
further, to remember -- All statistics have outliers!!!!!

       It's been about Six years Since I have started working in the field of Data Science & Artificial Intelligence. 
Meanwhile I had a chance to work on numerous projects in Analytics (Tableau),   BigData (Cloudera), Time Series (open source libraries),
Machine Learning (Informatica, Azure), 
& Deep learning (Tensorflow, Pytorch),   especially 
NATURAL LANGUAGE PROCESSING (Chatbots).

So here I am; 
Not to Flaunt my knowledge but to learn more from the experts!
As they say 
"Sometimes the job of a data scientist is to know when you don't know enough."

Moreover, now I am Open to new opportunities & challenges, & if you have any requirements in this regards please let me know!

On the other hand, if you don’t want to hire me but like what you see anyway 
– Feel Free to Connect, 
I’m Young,  Free   and   Single  . . .


Regards
PRANAV

taplio

The Battle

Sai Krishna

PRANAV Palaskar

Followers

Posts

Engagements

Likes

Ready to grow your LinkedIn presence?