Sidharth Rai
Associate System Engineer at IBM
I am Specialized in Cloud Computing, Artificial Intelligence and Web Development.
Associate System Engineer at IBM
I am Specialized in Cloud Computing, Artificial Intelligence and Web Development.
(Full-Time)
Assigned on a project as a Microsoft BizTalk Developer.
Bengaluru, Karnataka
(Part-Time + Remote)
Working as research and development associate to build applications empowered with Machine Learning and Artificial Intelligence.
Dubai, United Arab Emirates
(Part-time + Remote)
Retained 2k+ users daily. Designed and hosted their website single handedly, managed daily updates, Ads and SEO. Also, managed Social Media (Facebook, Twitter & Youtube).
Varanasi, Uttar Pradesh
(Part-time + Remote)
Performed day to day maintenance tasks like minor updates, responsive testing and monitored for threats and attacks.
Lucknow, Uttar Pradesh
(Intern + Remote)
Developed and deployed an algorithmic trading application for cryptocurrency trading. Performed day to day tasks in Brazilian Timezone with regular reporting to my manager.
Sao Paulo, Brazil
(Intern + Remote)
Designed different promotional graphics like posters, banners and also gave my input in the promotional activities.
Chandigarh
(Intern + Remote)
Encouraged students from my university and others as well to join internshala’s paid courses and at the same time was able to convince them to sponsor some of the university's events.
Noida, Uttar Pradesh
(Intern)
Performed time-series data analysis of the stock market for trend identification, convinced customers to invest in bullish stocks.
Varanasi, Uttar Pradesh
Mohali, Punjab
Varanasi, Uttar Pradesh
Varanasi, Uttar Pradesh
Performed data analysis on historical stock data and made a model with the help of support vector machine and particle swarm optimization to predict stock market prices which came out about 85% accurate.
Presented @ SUSCOM 2019, Amity University Jaipur.“SMOG ELIMINATION SYSTEM AND METHOD"The present invention relates to the field of image reorganization technology. More specifically, the present invention relates to a system and a method for elimination smog from images.
Objective: A platform to write anything anonymously.
Description: Application hosted over Python Anywhere Cloud Services, user logs in and writes the content, accordingly. Privacy of user is maintained.
Language/ Framework used: Python, Flask, SQL Alchemy.
Objective: Breakdown input text to its semantics.
Description: Cloud-based serviced Algorithmia API, used over input texts for generating Taxonomies, Automatic Tags, Entities, Document Similarity Index, Part of Speech Tagging (POS), Tokenizing, Latent Dirichlet Allocation (LDA) (for topic discovery), Sentiment analysis. Tested the application over RSS feeds and my research paper.
Language/ Framework used: Python, Algorithmia, LDA.
Objective: This Human-Computer Interaction (HCI) lets the user use computers mouse from face movements.
Description: Created a computer vision application where user can squint, wink, move their head around and open their mouth (to say “Yes” or “OK”).
Language/ Framework used: Python, OpenCV, dlib.
Objective: Data analysis of correlated stocks & crypto currencies and when to go long and short on them.
Description: Created an automated backtesting system that updated fields in the database to sell or buy highly correlated stocks & cryptos. Internship project for TechnoVix, Sao Paolo, Brazil
Language/ Framework used: Python, Pandas, MySQLdb, Binance.
Objective: A computer vision application, alerting vehicle driver on feeling drowsy.
Description: Designed a retina following system which follows the eye movements through streaming frames, sets alarms when eyes are closed/winked for a longer interval than usual.
Language/ Framework used: Python, Google Collaboratory, dlib, OpenCV, VideoStream.
Objective: Integrated Artificial Intelligent chat assistant - web application.
Description: Created a smart panel that notifies time, weather and location with the help of API’s, voice-enabled chat assistant can greet and book appointment upon user’s request. Project was funded by IBM.
Language/ Framework used: Python, Flask, Chatterbot.
Objective: Decomposition of market data, analyzing a trend, noise, season and the cycle of a supply chain in time-series data.
Description: Incorporated moving averages, seasonality ratio, analyzed trend (used fitting method) and trend-cycle and forecasted the trend using regression prediction. Integrated seasonality index, average noise, and trend forecast to get the full forecast.
Language/ Framework used: Python, LinearRegression.
Objective: Create, Update and Validate a blockchain.
Description: Designed a simulation of blockchain, user can add a new block, tamper the chain by adding independent chains that could be validated using previous hash values.
Language/ Framework used: Python, hashlib.
Description: Developed using different python modules (like SVM). Also, Implemented a Particle Swarm Optimisation technique. Used different Technical Analysis Indicators for incorporating better prediction with an accuracy score of about 92%.
Language/ Framework used: Python, sci-kit learn - Support Vector Machine, Pandas, Seaborn, Matplotlib.
Objective: Twitter-based Stock Market prediction using sentiment analysis.
Description: Generated insights of queried tweets in real-time, incorporated a crawler that fetched tweets and analyzed sentiments to give out predictions for the Stock Market.
Language/ Framework used: Python, Tweepy, Pandas, textblob.
Objective: Arduino-based self-driving car, avoids obstacles.
Description: Incorporated an ultrasonic sensor that identifies the obstacle. Thereafter, automatically sends a signal to the motor driver to change direction.
Language/ Framework used: C, Arduino Uno R3, Ultrasonic Sensor HC-504, L298N Motor Driver, HC-05 Bluetooth Module.
Objective: Progressive Calculator works smartly and offline, optimised to take only a few KB of space on the user device, which is too less than your native application. Downloaded via a prompt for "Add to home screen".
Description: Designed an advanced web-app, with service workers files and contents are downloaded in the user's device allowing to use the app in offline mode.
Language/ Framework used: JavaScript, Lighthouse, HTML, CSS.
Objective: FTP enabled over IIS 6.0 on Windows Server R2 2008.
Description: With the help of Microsoft server configured DHCP, DNS, ADDS to make and understand private networks.
Environment used: Windows Server 2012 R2, Windows 7, Kali Linux.
Objective: A news blog, WordPress website over EC2 console.
Description: Created an RSS feed grabber plugin for this website, that automatically publishes current feeds into a post on the website.
Language/ Framework used: Python, EC2.
| Major | Machine Learning, Amazon Web Services | |
|---|---|---|
| Industry Requirements | Technical Analysis (Stock Market), Data Analysis | |
| Programming Skills | Python, C++ | |
| Database Languages | SQL, MongoDB, PostgreSQL | |
| Technologies | IBM Watson, GitHub | |
| Website Development | HTML , CSS , Bootstrap , WordPress | |
| Graphic Design (Adobe) | Illustrator, Photoshop, Premiere, After Effects | |
Apart from sitting on my desk, I prefer to read books. I always take out time to water plants and do gardening. Photography and Music fascinate me. Cleaning my belongings also remains on my task list every other day.
People ask for my advices regarding business and stock market. I adore a disciplined lifestyle influnced by a defence family background.