IT Engineer - Machine Learning/BIGDATA/IoT/System Admin

On Wed Jul 19 03:06:45 2023, the following results were submitted from the "Bismillah Alhamdolillah CV" on dubai-forever.com:





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First Name: Nirmal Tej Kumar
E-Mail Address: hmfg2014@gmail.com
Country: India
Phone: 09160921416
Job Position Applying For: IT Engineer - Machine Learning/BIGDATA/IoT/System Admin
Current Job Title: Senior Staff Engineer - Informatics R&D
Total Years of Experience: 15
Copy your Resume / CV in this box: Resume :
Dr.Nirmal Tej Kumar -> Informatics R&D -> Embedded Systems/Bio-informatics/Machine Learning/
Image Processing/Applied Mathematics/Software Development/QA&Test Automation/BIGDATA.
B.Engg(EEE)India,M.Sc Laser Physics(UK),Ph.D Nanotechnology(P.R.China)
VIT SP,Brazil/FIT Labs Grenoble,France (most recent IoT R&D Collaboration)
Researcher – Informatics ICST,UNESP,Sorocaba,SP,Brazil./Laptec - Advanced Plasma Physics Labs/
GEA-Environmental Engineering Group,UNESP,Sorocaba,SP,Brazil.
Researcher – Informatics Inova Tech Park,Sorocaba,SP,Brazil.
Current Member - ante Institute,UTD,Dallas,TX,USA.
Staff Engineer Photonics – Finisar Corporation,Sunnyvale,CA,USA.(recent firm I worked for)
Test Engineer Photonics – Finisar Corporation,Ipoh,Malaysia.(recent firm I worked for)
Contact info : hmfg2014@gmail.com ; tejdnk@gmail.com ; skype id : nirmaltejkumar
Objective/s :
Seeking a challenging position either in the IT Industry or Academia.Over 14+ years of Linux/Unix/ Windows system level
operating system administration and configuration management experience in addition to programming in C/C++/Java/Scala/
Python/Ruby/Rust/D Language/OCaml/Haskell/Golang/Erlang FPL - Functional Programming Languages based software
development,embedded Systems and firmware development internationally.Excellent oral and written communications skills.
Good system design and documentation skills.I worked in both industry and academia.Open and flexible on assignments
and tasks. Love to travel internationally.
Worked in the following industrial domains implementing IT solutions :
Semiconductors/Space/Nanotechnology/Bio-Technology/Telecoms/Textiles/Healthcare/Medicine/Bio-Informatics/AI & ML based Image
Processing/Multimedia/Library & Information Sciences-Focusing on Science & Technology related Documentation.
Proven Skills in both the Industry & the Academia :
Embedded Systems/Firmware/Imaging & Multimedia/Electronics/Photonics/Optical Computing/Nanotechnology/Semiconductors/
Instrumentation/Systems Administration/Bio-informatics/HPC - High Performance Computing/AI/ML/NLP/Bio-NLP/RPA Applications.
Some of my Technical Works on github : https://github.com/tejdnk-2019-ShortNotes -> Lot of information from our past projects.
DUTIES & RESPONSIBILITIES AS EMBEDDED SYSTEMS/FIRMWARE ENGINEER :
DEVELOPMENT LANGUAGES/TOOLS/OPERATING SYSTEMS/TARGET
PLATFORMS/COMMUNICATION PROTOCOLS :
C • C++ • C# • ARM Assembly • TI DSP Assembly • 68K Assembly • HTML Perl • PHP • Python • bash • MySQL •
Green Hills Software • Code Composer GCC • IAR Embedded Workbench • C++ Builder • Visual Studio • Rhapsody
UML Subversion • Linux • USB • HPUX • TCP/IP • AIX • RS232 • RTOS • RS422/485 ARM926 • GPIB • ARM968 • SPI
• ARM11 • I2C • STMP3600 • Ethernet AL5300/AL5350 • HDLC Git • HX3100 DSP • NFC • CVS • ARM Cortex A8
Source Safe • ARM Cortex M4 • Clear Case • Beagleboard/bone. TKernel based Embedded Systems Design.
DUTIES & RESPONSIBILITIES AS IMAGE PROCESSING SOFTWARE ENGINEER :
[ Image Processing + Multimedia R&D ]
Developed methods and theory for practical applications in : Biomedical Imaging, Industrial Vision, Material Sciences and Remote
Sensing Applications.Main fields of interest include but not limited to : Pattern recognition, Analysis of color images, Clinical applications
of imaging systems, Image segmentation, Biological and computational vision systems, Computer graphics, Robot vision research,
Virtual reality and stereoscopic vision.Cryo-EM Imaging Algorithms.Spin Glass Theory and Imaging Applications. NLP and Image
Processing Applications. Robotic Process Automation(RPA) for Healthcare/Medical Imaging/Computational Linguistics and Natural
Language Processing(CLNLP) in the Context of Robotics/Health Care.(Computational linguistics bridges Artificial Intelligence
with Health Care/Computational Linguistics for referent tracking in Electronic Healthcare Records(EHR) )
Extensively used Tensor Flow & Keras in my Industrial Projects + Academic Projects involving Smart Devices/IoT/HPC Environments.Multimedia + Machine Learning R&D Experience :
Medical images and multimedia data management and processing in the context of Wearables/IoT/HPC/Quantum Computing
Heterogeneous Environment/s.
Software used in my Multimedia R&D Projects both in Industry & Academia :
Haxe - Haxe is an open source toolkit based on a modern, high level, strictly typed programming language, a cross-compiler, a
complete cross-platform standard library and ways to access each platform's native capabilities.UX/UI guidelines for VR/AR/XR
apps and Spatial Computing. [https://haxe.org/]
ImageAI - State-of-the-art Recognition and Detection AI with few lines of code.
http://imageai.org/ -> AI with Python for advanced Image Processing.
.NET Technologies in Advanced Medical Imaging & Applications - IoT/HPC/AI/WindowsOS/LinuxOS based
Heterogeneous Environments.[IKVM.NET/JNBridgePro]
UX Design Skills in the context of Medical Image Processing & Healthcare Informatics Using AI/Machine Learning.
Natural Language Processing(NLP) Tools in Java & Python -Multimedia R&D.
(Direct Hands-on Experience in using the NLP/BioNLP Tools in both the Industry & Academia).
CoreNLP is the production-ready solution built and maintained by Stanford group.
[ https://nlp.stanford.edu/software ]/CoreNLP, the Java library well-known for its speed - Used in my Projects.
CoreNLP is widely used in production environments nowadays, as it is polished, fast, and provides precise results.
NLTK, the most widely-mentioned NLP library for Python/Gensim, a library for document similarity analysis/
SpaCy, an industrial-strength NLP library built for performance .
An open-source NLP research library, built on PyTorch. http://www.allennlp.org/
Biomedical Natural Language Processing - BioNLP Tools - http://bionlp.sourceforge.net/
Life Science and Healthcare NLP based AI with Real life NLP text mining -Extracting insights from real world data e.g. NLP in
oncology including tumor characteristics and bio-markers etc.Erlang based AI + Bio-informatics & Gene Chip Design.
Google App Engine - Cloud Computing SDK, API and Platform + Applications in Python & Java.Groovy and Gaelyk – a lightweight
toolkit for Google Application Engine(GAE) written in Groovy for JVM Environments.
SAS - Using AI/ML/NLP – Telecommunications/Life Sciences Industrial R&D Domains.
Dr.Racket based LoP w.r.t Hardware Testing/Verification by using Android + Video DSLs + Redex/AAM + Deep Learning + Macros.
Rust : Developing Advanced Technology in Space + Medicine + Telecoms + IoT + HPC Systems R&D + Machine Learning.
Golang : Developing Advanced Medical Imaging & Machine Learning Software.
KOKA -> NLP + Radiology Informatics - KOKA is from Microsoft Research -> Could be useful in the "Near Future".
Hardware & Software Skills - Industry related experience :
Experienced Software/Hardware/Firmware Engineer with broadbased experience, including extensive experience in embedded
micro controller based system software architecture/design, team/technical leadership, multitasking embedded real-time systems,
device drivers, communication protocols.
Fortran,C,C++,Dynamic C,Java,Python,Vissim ,Lab View/ libSVM,BISVM,BSVM(Support Vector Machines). Bio-informatics/Compiler
Construction using GENTLE Compiler System from Fraunhofer institute,Germany.T Kernel based Embedded Systems Programming
for hi-end instrumentation systems.T Kernel is available from University of Tokyo,Japan.
Selection of hardware & software for project. Programming & Troubleshooting of PLCs, HMIs & SCADA applications (majorly GE Fanuc
Series,Rockwell and Mitsubishi).Working with various industrial protocols like Modbus, Profibus, Controlnet, Devicenet, Ethernet etc.
Technical understanding of GSM systems,Prepaid Mobile Telecoms Environment/ CAMEL/SS7/ISUP/NAP/MAP/SIP Linux – Strong
technical understanding/SQL – Experience supporting, setting up and a basic understanding of writing basic queries.Eclipse Luna SDK – Kotlin/Scala/C/C++ ; Netbeans C/C++/Java/Scala;Qt IDE C/C++;Intel IoT XDK;Jikes RVM; IntelliJ IDEA
Platform etc;Android development.KAndroid and application development.Flexible and open to work with other technologies
as well.(e.g. C Sharp or C#;Prolog;Dr.Racket/Rust/Erlang) Atom/Haskell EDSL/GHC Glasgow Haskell Compiler for Embedded
Systems. Haxe for Multimedia applications and Mobile App Development. ADA based Embedded Systems development for
mission critical systems in hi-tech domains of industry. e.g. Medical Devices.
Mathematical Skills Used in Industry & Academia in my R&D Works :
Group Theory and Applications/Computer Algebraic Systems/Analysis of PDEs/ODEs/Combinatorics/Commutative Algebra/CCS
formalisms/Complex Variables/Clifford Algebra/ Lie Algebra/Dynamical Systems/Functional Analysis,Fourier analysis and Number
theory. Complex Analysis and Conformal Mapping. Information Theory.
Unconventional Computing/Cellular Automata/Quantum Cellular Automata Logic/Mathematical Physics/Number Theory/Numerical
Analysis/ Operator Algebras/Optimization and Control/ Probability/ Quantum Algebra/Quantum Computational Theories.
Spectral Theory/Statistics Theory/Data Mining algorithms for next generation sequencing/Graph Kernels for Data
Analysis/Support Vector Machines for high end or big-data analysis or classifications/Groebner Bases and applications/
Spin Glass Theories/Algebraic Geometry/Algorithmic Algebraic Geometry/Algebraic Topology.
Bio-informatics/Computational Genomics Experience : R&D of Mathematical methods used for studying genes
and their function in different model species/the technologies employed in modern genomics research/methods and
protocols of bio-informatics analysis in genomics studies/algorithmic,mathematical and statistical approaches
underlying bio-informatics and genomics analysis tools/data base technologies for the storage and organization
of the data/modeling and analysis techniques employed in systems biology for the study of interactions in complex
biological systems.e.g. DNA based Nanotechnology/Gene Chip Design/Gene Therapy/Drug Delivery Systems/
Theoretical Immunology/Protein Folding Mechanisms/Meta-genomics for Pathogen detection & Public health etc...
Cryo-EM Informatics R&D : Experience with data analysis, experimental process, design, and development of prototypes,
equipment, and/or systems related to area of specialization.Experience with software applications, systems, or programs relevant
for the job. AI/ML/DL based cryo-EM Informatics R&D involving Smart Devices + IoT + HPC Systems.
Countries Visited/Worked/in Collaboration with :
India/USA/UK/Ukraine/France/Germany/S.Korea/Malaysia/Japan/Brazil/Armenia.
BRICS Group : Brazil/Russia/India/P.R.China & South Africa.
Specialist Skills :
Applied Mathematics/Algorithm design.Software development.NLP/NLP & Prolog interactions.
Artificial Intelligence and applications.Large scale data analysis and applications.Compiler Design techniques based on LLVM and
GENTLE Compiler Construction Systems.
Algebraic Geometry/Numerical Differential Geometry for computation.Graph theory and ML Applications.
Combinatorial Algebraic Geometry/Group theory and Machine Learning Applications.
Algorithms for High Performance Computing./Assembly language programming/C/C++.
Mathematical Modeling/Microsoft Office/LaTeX.
Informatics IoT at Synchrotron Machines./Embedded Systems and Computing for Scientific Instrumentation.
Anticipatory Computing and IoT.(INTEL IoT) Machine Learning based applications.
ADA based Mission Critical Embedded Systems Development.Erlang based Advanced Software Design + Development.
CryoEM Imaging and Algorithm development.
Quantum Physics & Photonics.
Theoretical and Computational Electromagnetics : Wave Scattering, Absorbing Boundary Conditions, Calderon's
Potentials,Helmholtz Equation,Image Processing,Compact Finite Difference Schemes, Kernel Drivers, Networking,
WiFi,Embedded Systems.High order methods for numerical solution of PDEs/Numerical methods for infinite domain
problems.Wave propagation and scattering.Microwave absorbing textiles based on nanotechnology.Wave-guides
and applications. e.g Plasma Wave-guides,wave-guide coupled graphene optoelectronics etc..
* Patents & Publications are available + References from my former managers are available.Formal Methods and Tools for Industrial Critical Systems :
Requirements Specification./Validation of the specification./Design & Verification of the final product against the requirements./Group
Theory and Applications./Computer Algebraic Systems in different domains.[interested in the AI & ML domains of Remote Sensing/
Medical Imaging/Embedded Systems/Biochemical networks/NLP based Multimedia Systems/Bio-sensors/Sensory Data Fusion/GIS
Seismic Data Processing]
QA & Automation Testing : Automation testing tools(Selenium,Ranorex)/Ready-made automation frameworks (Serenity BDD,
Cypress)/Various mobile automation testing tools/API testing tools (jMeter,REST Assured)/Continuous integration tools
(Teamcity,Bamboo,Jenkins)/Postman/Zephyr - Test Management Tool.
Academic Qualifications :
Graduated in July1992 with a B.Engg(Electrical & Electronics) from Andhra University,Vizag,AP,India.
Graduated in January2004 with an MSc-Laser Physics,University of Hull,Hull,UK.
[Post graduation Study break from Sept 2002-September 2003]
Graduated in November 2012 with a Ph.D in Nanotechnology by obtaining distinction from Jiangnan
University,Wuxi, Jiangsu Province, P.R.China.
Advanced Instrumentation/Embedded Systems training received at FH-Furtwangen,Germany [2001]
[University of Applied Sciences Furtwangen under industrial sponsorship/executive training program one-week program]
Software development/Embedded Systems training received at CMC Ltd.India [1995]
[CMC-Computer Maintenance Corporation of India Ltd]
Academic High Performance Computing R&D Collaboration with University of Fukui Fukui Japan & State Engineering University of Armenia
(SEUA) Yerevan in Armenia.
Some information on Protein Folding Mechanisms : [a] https://foldingathome.org/home/?lng=en ; [b] https://boinc.bakerlab.org/
[ USA ]
[ USA ]
Secured All India Second Rank in Material Sciences Research Exam Conducted by Indian Institute of Science(IISc Bangalore) in
1995 at National Level.
My partial list of international clients : [ From 1992 onwards ] -> Details will be provided later if selected.
*Finisar Corporation USA/Malaysia/P.R.China - Photonics & Embedded Systems Group.
*Intel Corp – Itanium Processor Group/DIG64 Labs Firmware Testing,Hillsboro,OR,USA.
*Johnson & Johnson Inc Florida,USA.
*Invino Corp (Startup eventually acquired by lycos.com), Cambridge, MA,USA.
*Aufin Bv Netherlands.(Europe).
*CrownSimplimatic Automation Inc., Lynchburg, Virginia, USA.
*Ericsson Mobile division, Lynchburg, Virginia, USA.
*McLeod Telecom Inc, Cedar Rapids, Iowa, USA.
*Optonest S.Korea.(Republic of Korea)KOPTI/MIC/Optonest Consortium.
*RINL, Vizag, AP, India./Moscow Instruments,Moscow,Russia(Former USSR)
*National GeoPhysical Research Institute,[NGRI] under CSIR,Govt.of India.
[An EU-India collaboration on Geophysical instrumentation & Seismic data processing]
*Ad hoc Consultant/External – ISRO – Indian Space Research Organization,India.
*Visited,Consulted & Performed Research at INSDOC - CSIR LAB – Govt. of India - INSDOC (Indian National Scientific
Documentation Centre) is a premier organization of India that works as knowledge and repository hub by dealing with library,
documentation and information science, technology, services and systems established in 1951.
[ Thank you for your time – Dr.Nirmal ]
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