Anannyo Dey

Experience

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  Jadavpur University

  Dec 2021 - Feb 2022

  Undergraduate Programmer

  • Worked with a team of 4 fellow BCSE UG2 students, under Prof. Chandan Mazumdar, Dean FET, Dept. of CSE, JU, on "Persistent Data Structures" (implementing in C)• Conceptualized an ingenious, efficient solution for modelling and designed custom algorithms for implementing a novel "Threaded Persistent Queue" (partial +full)• Tested, benchmarked, delivered and hosted on GitHub within the given deadline amidst the Semester exams.

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  Indian Statistical Institute, Kolkata

  May 2022 - Jul 2022

  Summer Research Intern

  • Selected candidate in a class of 25, for the 7th Summer School on CV, IP, ML, 2022 conducted by ECSU, ISI.• Implemented a 2-layer GCN for Semi-Supervised Node Classification, on Cora (achieved improved accuracy w.r.t T. Kipf (ICLR 2017)), and competitive results for CiteSeer and PubMed datasets using PyTorch. • Analyzed the drop in performance of Deep GNNs (upto 1024 layers) and tackled Oversmoothing issues. • Created animation of node embedding during training phase on Cora (using Python), hosted on GitHub. Show less

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  Amazon

  Jul 2022 - Aug 2022

  Amazon ML Summer School'22 Mentee

  • Selected candidate among top 3k (All India), after undergoing an Online Selection test on various ML fundamentals and a short Coding challenge on DS&A.• Successfully completed 8/8 modules on Supervised, Unsupervised and Sequential Learning, DNNs, Probabilistic Graphical Models, RL, and actively participated in Q&A rounds after every session.

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  Tata Consultancy Services

  Jun 2023 - Aug 2023

  Machine Learning Engineer

  Mentor: Soma Bandyopadhyay (TCS Research & Innovation Lab Kolkata)• Researched and developed programs using Pytorch and TF for generative AI models with attention focusing on VAEs• Applied the same on multi-modal data of images and EEGs with a novel sample generation objective• Enhanced vanilla CVAE using self-attention and CBAM, boosting model performance on CelebA dataset

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  Capital Placement

  Nov 2023 - Jun 2024

  Artificial Intelligence Engineer

  • Deployed Azure function APIs on Rena to build: 1) holistic candidate profiles by extracting data from different sources using LlamaIndex query pipelines, 2) recommendation system providing top-k candidates to employers and providers like Saudi MISK Foundation, based on JD-CV match using hard filters, profile and semantic search.• Deployed Azure function API for audio-based AI Interviewer, powered by GPT 3.5, Whisper, TTS models, which asks questions relevant to the JD and Resume and also stores interview feedback. Show less

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  Indian Institute of Technology, Bombay

  Dec 2023 - Dec 2023

  IndoML 2023 Invitee

  • Invited to attend the 3-day Indian Symposium on Machine Learning (IndoML) 2023 at IIT-B, amongst around 100 other UGs & PGs from IITs and NITs all over India• Attended talks from dignified researchers in the field of computer science, both from academia and industry. Notable speakers being- Rajeev Rastogi, Alekh Agarwal, Aditya Grover, Danish Pruthi, et al.

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  Oracle

  Jul 2024 - now

  Application Developer