Dec 2023 – Feb 2025 · 1 yr 2 mos · Bengaluru, Karnataka, India · Remote

• Built and launched a cutting-edge equity research and analysis platform from the ground up, making market analysis smarter and more accessible

Mar 2022 – Nov 2023 · 1 yr 8 mos · Gurugram, Haryana, India

• Worked on to enhance customer search experience using NLP, Learning to Rank

Apr 2021 – Feb 2022 · 10 mos

Aug 2020 – Mar 2021 · 7 mos

May 2019 – Jul 2019 · 2 mos

• Built Image classification system using Nilearn, Nibabel modules for 3D MRI ( .nii ) processing and performed skull extraction using HD-BET
• Extracted 14 haralick features based on GLCM matrix using mahotas and achieved an accuracy of 72% by combining Naive Bayes and RF
• Improved the overall accuracy by 10% through MRI image segmentation using U-Net architecture in Keras to demarcate tumor boundaries

Apr 2018 – Apr 2019 · 1 yr

Dec 2018 – Jan 2019 · 1 mo

May 2018 – Jul 2018 · 2 mos · Gurgaon, India

• Employed NLP techniques such as Word Embedding using Glove, NLTK and Textblob etc. to classify social media text posts
• Implemented Maximum Known Matching(MKM) scoring method and NLP libraries to split non-camelcase hashtags
• Assembled Hashtag Splitting algorithm with text classification, used for Sentimental Analysis for a product launched by company
• Tagged images posted on Social Media using YOLO v2 trained on 80 class MS COCO dataset for content cross promotion
• Associated with team involved in building an Insurance chatbot product, using semantic similarity calculated via TF*IDF algorithm
• Ensembled algorithms and launched the chatbot on Telegram app by the name WNS DS Bot

Aug 2017 – Mar 2018 · 7 mos · Kharagpur Area, India

•  Member of the apex body responsible for leading a team of 20 core organising team members and 25 associate members
•  Spearheading more than 15 events of 25th edition of COMPOSIT, largest Annual Metallurgical fest of India
•  Revamped the corporate communication modules and deliverables, aimed at improving corporate associations and fostering the growth of the fest
•  Single-handedly responsible for the formulation, planning and execution of the music, literary and creative genre of the fest

May 2017 – Sep 2017 · 4 mos · Kharagpur Area, India

•  Developed an Android application giving real-time health condition classification of the site worker.
•  Used OpenCV for multi-scale template matching in order to automate the complete warning system.
•  Constructed a remote MySQL database for real-time linking of the central system and with the mobile application.
•  Worked with instantly measured WBGT, heart rate & RSPM to calculate heat-stress level & air quality index.
•  Devised a multi-label SVM Classifier model with hyper-parameter optimization by Genetic Algorithm.
•  Predicted health condition of the workers using heart-beat of the employee, WBGT, RSPM value of the working area, temperature and humidity.

May 2017 – Aug 2017 · 3 mos · Kharagpur Area, India

• Developed a Decision Support System whose User Interface was built completely using Kivy in Python.
• The System performed Descriptive Analysis and Predictive Analysis with Evaluation of Models based on Performance Parameters like Accuracy, Precision, Recall, F1 score and AUC value and ROC curve.
• Implemented Genetic Algorithm for model optimization and applied it to the industrial dataset.
•  Addressed questions raised on Risk Assessment Prediction, Causal Identification and Incident Prediction arised from datasets.

Aug 2016 – Apr 2017 · 8 mos · Kharagpur Area, India

•  Responsible for the Organised meetings, Practice sessions and workshops for all the 5 events of Dramatics Cup, Social and Cultural General Championship for the session 2016 – 17
•  Out of 22 Halls, Nehru Hall registered the historic win of Dramatics Cup, Social and Cultural General Championship for the session 2016-17 with podium in all the 5 events (2 Gold, 2 Silver and 1 Bronze)
•  Individually managed the financial budget of INR 2.5 lakhs required for the successful organization and equipments of the events in the hall

Aug 2016 – Apr 2017 · 8 mos · West Bengal, India

•  Individually garnered funds amounting to INR 2.08 lakhs through corporate deals and alumni contributions
•  Oversaw the accommodation of 350+ guests (15% YoY increase) comprising participants, alumni and corporate guests
•  Co-headed a team of 17 associate members, expanding the outreach of COMPOSIT to 100+ colleges and published over 20 media articles
•  Spearheaded the publicity campaign in Odissa leading to a 20% YoY increase in participation