Jul 2018 – Aug 2019 · 1 yr 1 mo · Bengaluru Area, India

• As a Data Scientist at Reckonsys Tech Labs i was involved in multiple projects where i designed and implemented ML/DL based solutions. Some of the projects i worked on.
• 1) Built an NSFW detector which masks the NSFW content from video and images.
• 2) Designed and built data extractors for large domain specific contracts which are robust to noisy data from OCR.
• 3) Designed and built a Document Categoriser which classifies hundreds of categories of documents and is extremely fast.
• 4) Designed and built a NLP system which extracts, verifies and reports anomalies comparing multiple legal documents.
• 5) Designed and built a module using text classification which extracts information from tables of varied types.

Jun 2017 – Dec 2017 · 6 mos · Bengaluru Area, India

• Working on segmentation of intrinsically heterogeneous (in appearance, shape, and histology) brain tumors namely Gliomas from multi-institutional pre-operative MRI scans. Wrote python scripts to pre-process MR Images. Trained a Random forest to segment Gliomas with a dice coefficiant of 0.76. Developing a deep-learning based approach to generate better segmentations.

May 2016 – Jul 2016 · 2 mos

• Successfully developed a predictive analytics system (Proof Of Concept) for Bosch Deep-field Connect.
• Bosch Deep-field Connect assists the farmer in remotely monitoring the conditions on the field for strawberry and asparagus cultivation in real time and it also helps farmers in intelligent decision making with the motto of maximizing the harvest.
• I was responsible for predicting the harvest of the crop given soil conditions, temperature, moisture and harvest in the previous seasons.