Data Scientist

• Oct 2022 - Present

Senior Consultant BI Engineer

• Aug 2022 - Sep 2022

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Built a wholesome blueprint for a unified & standardized database for data from different sources • Validated and corrected exisitng ETL pipelines & deployed several new ones • Uncovered insights for various customer related metrics e.g. churn, return, activity and conversion-to-premium 𝗛𝗤: Miami, Florida, United States 𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Built a wholesome blueprint for a unified & standardized database for data from different sources • Validated and corrected exisitng ETL pipelines & deployed several new ones • Uncovered insights for various customer related metrics e.g. churn, return, activity and conversion-to-premium 𝗛𝗤: Miami, Florida, United States

Data Scientist (Internal)

• Nov 2020 - Sep 2022

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Reported several north star metrics increasing team productivity by 70% • Analyzed funnel movement and suggested steps improving conversion rate by 60% across the funnel • Deployed end-to-end support data pipeline reducing avg. response time by 4hrs & increasing customer satisfaction by 50% 𝗛𝗤: Palo Alto, California, United States 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: Turing works by bringing together ambitious companies and talented engineers with AI and other data driven techniques. I alongside with other data science team members to optimize & streamline vetting process for both developers and hiring entities. With multi-stage rigorous screening for developers, a lot is going on. Every step possess its own challenges from initial tests and interviews to matching clients and final onboarding. And requires careful inspection of optimization factors to ensure a pipeline highly competitive at testing yet breezy for every other place from from the apex of signing up to the verge of onboarding. While working on comfort of developers eagerly, we put equal time and effort on clients to ensure a swift and reliable experience for them as well. With pre-vetted developers, free 2-week trial and other perks for clients being introduced every now & then are results of data-driven techniques used at Turing. We worked on diversified scenarios revolving around one theme: "What customer satisfaction means in terms of vetting outcomes". We squeezed data into actionable insights and to communicate all these insights efficiently, we built business intelligence reports, dashboards, and interactive visualizations to collaborate faster across teams. As far as working is concerned, its a high-paced, multi-tasking environment with rapidly growing cross-functional teams tackling contemporary & recurring problems creatively and effectively. Show less

Data Scientist

• Nov 2020 - Apr 2022

Data Scientist

• Mar 2020 - Nov 2020

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀:• Built revenue projection models with 98% accuracy • Built data pipeline at 95% less cost as compared to 3rd-party alternatives• Helped grow sales by 30% by building recommendation models• Reduced churn rate by 20% through better targeting by data-driven customer segmentation 𝗛𝗤: Salt Lake City, Utah, United States𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹:As a Data Scientist at CampWest, I spent most of my time analyzing advertisement data from digital marketing (social media & search engines etc.) coupled with sales data to extract meaningful information and provide appropriate advice to the companies to sell their products better. I built AI models to forecast future sales, analyze return reasons, suggest necessary steps to gain & retain more customers and tell how to compete in an increasingly competitive market. Based on historical data analyses I proposed what customer satisfaction means in terms of sales and what time of year is the best to market a product. I investigated how social channels are helping to boost sales and how effective a particular advertising campaign or an email template has been. I spent most of my time figuring out effects of different advertisements streams on the earned revenue, how revenue was being split into different product categories, which customers are buying which types of products, how emails and advertisements about a particular product relate to the sales, customer retention, returns analysis and others. To communicate all these insights clearly and efficiently, I built business intelligence reports, dashboards, and interactive visualizations. Because of my techy responsibilities I did make use of cloud platforms like GCP (Google Cloud Platform) and Microsoft Azure for scheduling recurring scripts, hosting intra-organization file servers, creating data pipelines, gathering data from various sources, feeding real-time visualizations and various tasks automation. Show less

Data Analyst

• Aug 2021 - Aug 2021

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Analyzed students’ demographics data for 9 clients of EduMatrix 𝗛𝗤: Tampa, Florida, United States 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: A contractual project-oriented gig focused on analyzing demographics data of students of various educational entities and communicating the derived insights in a consumable manner for non-technical people. 𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Analyzed students’ demographics data for 9 clients of EduMatrix 𝗛𝗤: Tampa, Florida, United States 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: A contractual project-oriented gig focused on analyzing demographics data of students of various educational entities and communicating the derived insights in a consumable manner for non-technical people.

AI Faculty Member

• Apr 2019 - Apr 2021

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Taught AI, GitHub & Python libraries to a class of 400 students 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: PIAIC (Presidential Initiative for Artificial Intelligence & Computing) is an initiative to advance our nation technologically by teaching cutting-edge technologies like AI, Blockchain, Cloud Computing & IoT. I’m proudly a part of this initiative as an associate AI trainer for a deeplearning focused one-year long AI program. In this program we teach deeplearning using tensorflow and keras using python programming language; starting with pre-requisites of building models, data analysis and version control systems all the way upto creating and deploying AI applications with Microservices and other techniques. Show less

Artificial Intelligence Engineer

• Oct 2019 - Mar 2020

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Built LSTM based stock price prediction models with 98% trend accuracy & ±2 units mean error under normal circumstances • Retrained Grover model for fake news detection with 96% accuracy • Trained out-of-the-box neural speech synthesis models on 20+ GB datasets & achieved 3x more humanized audio output 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: Most of my time was spent on a Neural Speech Synthesis System for end-to-end text-to-speech synthesis. Which was designed as a combination of two neural networks. One of them is Tacotron2 that takes text as an input and generates its mel-spectrograms for each syllable loosely based on the frequencies which are produced by human throat while pronouncing it. The other one is WaveGlow which takes those spectrograms as their inputs and produces Waveform Samples. Both networks are trained and tested together and were tightly coupled to form one whole end-to-end speech synthesis system. I also worked on AI side of two more projects. One of them was Trading Software (AI based predictive strategic approach towards stock trading) for which I created models for prediction of prices and worked for scheduled training of models for real-time predictions of stock market trends. Besides, I deployed real-time data acquisition scripts for continuous and real-time acquisition of data for all stocks, commodities, and Forex rates. All trainings and data acquisitions were scheduled and were hosted on DGX machines for uninterrupted running. Other one I worked on was News Revealer (A Fake News Detection & Generation Project) for which I tried and tested various transformer-based NLP models like BERT, Grover, GPT etc. to perform context-based analysis and human like text generations. Text generation was near perfect with a text generated indistinguishable from human written text for an average news reader. Flagging a fake news also had a very decent accuracy and we were working on it. Show less

Research And Development Intern

• Jan 2019 - Jun 2019

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Mapped real-time sensor data to VR game movements via Bluetooth 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: A research oriented internship targeted towards creating innovative virtual reality experiences. Futurealiti is a recent startup putting their efforts in the art of designing sophisticated virtual environments. The whole internship period was a delightful experience exploring diverse essences of VR development with the whole Futurealiti team and group mates. 𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Mapped real-time sensor data to VR game movements via Bluetooth 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: A research oriented internship targeted towards creating innovative virtual reality experiences. Futurealiti is a recent startup putting their efforts in the art of designing sophisticated virtual environments. The whole internship period was a delightful experience exploring diverse essences of VR development with the whole Futurealiti team and group mates.

Data Analyst Intern

• May 2018 - Jun 2018

𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Learnt weather data collection techniques & software usage 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: Internship offered by Director of Industrial Laison, NED University on merit basis. Two months were well spent in understanding manual methods of weather data collection and analysis. Furthermore I had a good time with predictions and understanding factors affecting rainfalls, temperature fluctuations & earthquakes. 𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀: • Learnt weather data collection techniques & software usage 𝗪𝗼𝗿𝗸 𝗗𝗲𝘁𝗮𝗶𝗹: Internship offered by Director of Industrial Laison, NED University on merit basis. Two months were well spent in understanding manual methods of weather data collection and analysis. Furthermore I had a good time with predictions and understanding factors affecting rainfalls, temperature fluctuations & earthquakes.