Talk to sales Try for Free
Siddharth Roy

Siddharth Roy

Project Engineer

Followers of Siddharth Roy438 followers
location of Siddharth RoyBengaluru, Karnataka, India

Connect with Siddharth Roy to Send Message

Connect

Connect with Siddharth Roy to Send Message

Connect

  • Timeline

  • About me

    Sr. Data Scientist | BITS-Pilani | IIM-Bangalore

  • Education

    • KLS's Gogte institute of technology, Belgaum

      2001 - 2005
      BE E&C

      Activities and Societies: * 1st Prize in Technical Paper Presentation * Nominated for State Level Project Exhibition Graduated with FCD (First class with distinction) in Electronics & communication Engineering with final project related to "Computer Vision"

    • Birla Institute of Technology and Science, Pilani

      2019 - 2021
      Master of Technology - MTech Data Science & Engineering

      In progress

    • Indian Institute of Management Bangalore

      2014 - 2016
      PGPEM Business Administration and Management, General

      Masters in Enterprise Business Management with focus on Strategy, Corporate Governance, Analytics, Operations, Product Strategy, Organizational Behaviour, Corporate Finance, Accounting, Macro & Micro-Economics.

  • Experience

    • Wipro

      Oct 2005 - Dec 2012
      Project Engineer

      Part of IT service delivery team, serving clients spread across banking and energy sectors. Worked with three strategic clients over duration of 7 years.• Coordinated with Stakeholders to roll-out ERP system for an Energy client in UK.• Analyzed and proposed consolidation of redundant & obsolete assets.

    • Siemens

      Dec 2012 - May 2018
      Senior Software Engineer

      • Implemented analytic solution for resource prediction & planning. And hence, helped management to optimize operational cost.• Worked with Product Manager during ideation phase of new ML solution for technical asset management.• 3P module ownerInnovation Facilitator• Organised innovation sessions and workshops• Established innovation culture in the team through various campaigns, events etc. • Maintained annual innovation event, with consistently full participation rate from the team year-on-year. Altogether 30 innovation ideas were generated. Show less

    • Brillio

      May 2018 - Aug 2019
      Senior Data Scientist

      Leading multiple projects, customer communications, deliveries, team training, Data Science community building etc.Excerpts from couple of projects:As senior data scientist, I've implemented advanced ML algorithm in the area of Audit and anomaly detection for customer (a Fortune 500 company). This is helping the customer to detect process deficiencies and anomalous vendors. It's being tested and deployed across the world by the customer.In another case, I implemented advanced ML & NLP algorithms to help strengthen HR recruitment work flow for US based recruitment firm, and thereby enabled the customer to take informed decision.Also implemented CNN model for image classification, LSTM for language modeling, Seq-2-Seq LSTM model for language translation, Inception Model & Transfer Learning for image search task etc.Various tools used: Python, Tensorflow, Keras, Docker, Git, NLP (Word2Vec, TFIDF, bag-of-words), sklearn Show less

    • Mindtree

      Aug 2019 - Apr 2020
      Data Scientist

    • Genpact

      Jun 2020 - Mar 2022
      Senior Data Scientist - AVP

    • Ericsson

      Mar 2022 - now
      Sr. Data Scientist

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Siddharth Roy
      Top 4% rank in Machine Learning Competition Kaggle Nov 2017 Kaggle Competition - Survival Prediction for Titanic dataset – World rank top 4%• Performed EDA to uncover various patterns in dataset and detect outliers• Feature engineering to extract hidden features• Grid search to discover suitable machine learning algorithm and its parameters
    • Awarded to Siddharth Roy
      Solidarity Award Siemens Jun 2016 Helping the team roll-out hotfix to meet Quality norms.
    • Awarded to Siddharth Roy
      Pat On My Back award Siemens Feb 2016 Successfully handled major customer escalation and resolved conflict by managing expectation of stakeholders.
    • Awarded to Siddharth Roy
      Certificate of Excellence Siemens Feb 2013 Quality Day Winner
    • Awarded to Siddharth Roy
      Feather In My Cap award Wipro Technologies Mar 2011 Timely delivery of Proposal and Design as agreed with customer.
    • Awarded to Siddharth Roy
      Feather In My Cap award Wipro Technologies Jan 2010 Ideation & commissioning of IT infrastructure project at SEZ (Special Economic Zone).
    • Awarded to Siddharth Roy
      1st Prize in Technical Paper Presentation KLS's GIT, Belgaum May 2003 Presented paper on futuristic technology of Virtual reality / Augmented reality in Space Exploration and secured 1st prize.
    • Awarded to Siddharth Roy
      1st Prize in Junior Science Congress District Education Officer Sep 1994 Served as Team Lead: Water Sanitation Project (part of “Clean India” initiative) during school days. Spearheaded the team for surveying and devising scientific & affordable tool. Received 1st prize at the district level.