S

Siddharth M.

Data Scientist

India3 yrs 6 mos experience

Key Highlights

  • Proven expertise in Data Science and Digital Signal Processing.
  • Developed high-revenue trading applications for Bank of America.
  • Led innovative projects in sound source localization.
Stackforce AI infers this person is a Data Scientist with a strong background in Digital Signal Processing and Software Development.

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Skills

Core Skills

Data ScienceSoftware DevelopmentDigital Signal ProcessingResearch And Development

Other Skills

PythonInventory ManagementSales ForecastingJavaC++Agile MethodologiesOOPTrading Application DevelopmentCDSP AlgorithmsWindows ProgrammingMATLABAlgorithm DevelopmentSound Source LocalizationSignal Processing

About

Experienced Senior Technical Associate with a demonstrated history of working in the banking industry. Skilled in Python, C++, Data Science, Digital Signal Processing, and HTML. Strong information technology professional with a Bachelor of Technology (B.Tech.) focused in Electrical Engineering from Indian Institute of Technology, Kanpur.

Experience

Landmark group

Data Scientist

Apr 2018Feb 2019 · 10 mos · Bengaluru Area, India

  • Involved in Inventory Management and sales foracasting.
PythonData ScienceInventory ManagementSales Forecasting

Bank of america

Senior Tech Associate

Jul 2016Mar 2018 · 1 yr 8 mos · Chennai, Tamil Nadu, India

  • Primarily involved in developing a trading application (legacy+new) for the Municipal Bond Markets, 2nd highest revenue generating application of Bank of America. Actively working in Python(OOPs) to develop the application built on in-house framework Quartz as well as in JAVA(OOPs,Spring) & C++ to develop and support the legacy system. Have one year experience of working in Agile environment with sound knowledge of bond market.
PythonJavaC++Agile MethodologiesOOPTrading Application Development+1

Khitchdee technologies pvt. ltd.

Summer Internship

May 2015Jun 2015 · 1 mo · Allahabad Area, India

  • > Developed a Windows app to assist the beginners in learning and tuning the tabla efficiently
  • > Analysed tabla notes, recorded by Focusrite Scarlett (audio interface), to extract distinguishing and quality determining parameters
  • > Implemented DSP algorithms and concepts- Short-Time Autocorrelation, Cepstrum Pitch Determination, Zero-Crossing Rate ,Convolution, Noise Reduction Methods using C language to calculate the parameters, and then verified the algorithms in MATLAB
  • > Processed live stream of the notes buffer-by-buffer in real time using ASIO-SDK
  • > Used Windows Graphics Device Interface to display dynamic audio-signal (notes) and quality of the notes on a user interface
  • > Learned pair programming and approach to work from scratch on a new product
CDSP AlgorithmsWindows ProgrammingMATLABDigital Signal Processing

Mips lab,indian institute of technology, kanpur

Fast Source Location Method Using Anti-reverberant Searching Space Pre-estimation

Jan 2015Apr 2015 · 3 mos · Kanpur

  • Project Mentor-Dr Rajesh Hegde, Prof. Department of Electrical Engineering IIT Kanpur.
  • Implemented a research paper which proposed a novel, fast and robust algorithm for sound source localization
  • Proposed algorithm is a combination of MUSIC (Multiple Signal Classification) and TDOA (Time Difference of Arrival)
  • Detected sound source in the presence of Additive White Gaussian Noise using Uniform Linear Array of 10 microphone elements
  • Reduced the searching space by TDOA method and then applied MUSIC algorithm in this reliable space to detect the source
  • Implemented algorithm was four times faster than MUSIC, which was computationally expensive
  • Proposed method can be utilized in video conference scenario, to steer camera automatically to the speaker of interest
Algorithm DevelopmentSound Source LocalizationSignal ProcessingResearch and Development

Zenith-feel the change

A non-profit society working for the welfare of unprivileged students

Dec 2013Dec 2014 · 1 yr · Shivpuri Area, India

  • Cabinet and Founding member of Zenith-feel the change, a non-profit society comprising of members from –IITs, NITs, IIMs & NLUs
  •  The initiative aims to help underprivileged students of the district Shivpuri, who don’t have access to quality education
  •  Opened a Student Library containing more than 1000 donated books on science, literature, entrance exams and commerce etc.
  •  Raised a fund of INR 1 lakh for the established library by pitching successfully to the MP and MLA of district Shivpuri
  •  Conducted Spardha (quiz event), Skill Development Session, Legal Literacy Camp and Carrier Counselling Session for school students

Education

Indian Institute of Technology, Kanpur

Bachelor of Technology (B.Tech.) — Civil Engineering

Jan 2013Jan 2017

Indian Institute of Technology, Kanpur

Minor — Engineering/Industrial Management

Jan 2013Jan 2017

Kendriya Vidyalaya Shivpuri

Jan 2011Jan 2013

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