Sep 2021 – Present · 4 yrs 9 mos

Jul 2020 – Sep 2020 · 2 mos · India

Apr 2020 – May 2020 · 1 mo · Tamil Nadu, India

• Developed a COVID detection model to classify the X-rays into Normal, COVID19 & Pneumonia patient
• Transfer learning based fastai model was used with online data-sets to achieve a test accuracy of 92%

Jan 2020 – Jun 2020 · 5 mos · Tamil Nadu, India

• Anaphora resolution, spelling correction & Lemmatization was done using spaCy, SymSpell & NLTK
• Latent Semantic Indexing (LSI), Explicit Semantic Indexing (ESI), Okapi BM25 and FastText Word
• Embedding model was implemented to design the Information Retrieval engine to rank the documents

Jun 2019 – Jun 2020 · 1 yr · Greater Chennai Area

• Designed a novel supervised segmentation model using Generative Adversarial Networks (GANs)
• The model was trained using Docker and tensorflow to achieve a mean accuracy of 98%
• Developed Software integrating the model along with image processing steps and diagnostic report

Apr 2019 – Sep 2019 · 5 mos · Singapore

• 1: National Winner & 1st Runner Up in the Global Final of International Quant Championship 2019
• 2: Invited to represent India on a sponsored trip to Singapore in the global final of top 15 countries
• 3: Submitted 85 diverse & unique alphas among 121 alphas which were submitted by the team
• 4: Max performance achieved in the Out-Sample(OS) period- Sharpe 5.64, Return 13.69% & Fitness 8.28
• 5: Designed a robust & consistent portfolio with a positive outcome in the OS period within 4 hour

Dec 2018 – May 2019 · 5 mos · Tamil Nadu, India

• Proposed a supervised ‘Parallel Capsule Net’ architecture for automatic medical image segmentation
• Achieved dice of 75.4% & 91% compared to SOTA dice of 67% & 89% reported on ISLES and BraTS
• Tested the robustness of the model using 120 clinical medical images collected from Medall Healthcare

May 2018 – Jul 2018 · 2 mos · Greater Philadelphia Area

• 1: Designed Algorithms to analyze Cyber Security Data to predict the Impact of Cyber Attacks on the population using Sentiment Analysis and published research article on it.
• 2: Created Models for predicting the price of the Wine using the general descriptions from the consumers, origin, and winery of the wine and published a research article on it.
• 3: Constructed methods to predict the variety of wine using Sentiment Analysis and published articles.

May 2017 – Jul 2017 · 2 mos · Pune/Pimpri-Chinchwad Area

• 1: Created and maintained Restcomm python Sdk for Restcomm REST API for Telestax Developers.
• 2: Debugged and suggested improvements in the company’s existing Restcomm Sdk.
• 3: Actively contributed to the company’s open source project on GitHub

Apr 2017 – Nov 2017 · 7 mos · Greater Chennai Area

• 1: Actively worked on motivating project members for completing their project.
• 2: Ensured Proper functioning of Center for Innovation, IIT Madras

Mar 2017 – Aug 2018 · 1 yr 5 mos · Greater Chennai Area

• Part of Hostel Management Committee responsible for technical activities in the hostel.
• Heading the team representing hostel for all Inter Hostel Technical Events.
• Financially accountable for all kind of technical expenditure in the hostel.
• Conducted and managed Techsoc Freshmen Event with 600+ Participants.

Jun 2016 – Jan 2017 · 7 mos

• 1: Showcased the Project in front of 4000+ audience including Professors, Alumni & Media in Shaastra IIT Madras.

Jun 2016 – Jan 2017 · 7 mos

• 1: Conducted Event Spark in Kolkata with Participation from around 40 schools.
• 2: Conducted Event Sampark in Kolkata with Participation of around 500 from 30.
• 3: Engineering Colleges from all over West Bengal
• 4: Brought 300+ participants to Shaastra 2017 IIT Madras from West Bengal.