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Abhishek Srivastava

@abhisheksrivastava10

AI/ML Engineer pursuing research at ABV-IIITM, implementing RNN time-series classification and exploring information measures in neural networks.

India

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What I'm looking for

I’m seeking a full-time AI/ML Engineering role where I can apply my software engineering and IT experience, strengthen my machine learning expertise, and contribute to developing, evaluating, and deploying intelligent applications. My long-term goal is to build expertise in deep learning, applied AI research, and production-oriented ML systems.

At ABV-IIITM, I'm pursuing an M.Tech. in Information Technology while researching machine learning, deep learning, and information-theoretic analysis of neural networks.

I implemented an experimental RNN workflow for binary time-series classification using the GunPoint dataset, covering data preparation, model training, testing, and performance evaluation. I also explored how mutual information relates to classification performance and estimated causal interactions across model partitions.

My ongoing research examines Integrated Information Theory concepts in neural networks, including minimum information bipartitions and information integration. These are experimental investigations, not claims of a validated consciousness measure.

Earlier, I worked as Manager – IT at District Central Cooperative Bank (DCCB), Guna, and as Project Engineer at Centre for Development of Advanced Computing (C-DAC), Noida. My experience also includes banking operations at Punjab National Bank (PNB) and manual software testing at Atos Syntel.

Experience

Work history, roles, and key accomplishments

Manager – IT

District Central Cooperative Bank

Dec 2023 - Aug 2024 (8 months)

Managed IT-related operational activities and supported the availability of technology systems. Coordinated technical and operational requirements across banking functions.

IT Operations Troubleshooting Technical Documentation Cross functional Coordination

Project Engineer

Centre for Development of Advanced Computing

Nov 2022 - Nov 2023 (1 year)

Worked on technical assignments and project-related computing activities. Applied software and IT fundamentals to technical problem-solving and contributed to technical documentation and project execution.

Software Engineering Technical Documentation Project Execution

Banking Professional – Management Trainee / Manager

Punjab National Bank

Aug 2016 - Apr 2021 (4 years 8 months)

Progressed from Management Trainee to Manager, handling banking operations, administrative responsibilities, and operational processes. Developed experience in financial systems, process management, and technology-enabled business operations.

Banking Operations Process Management Financial Systems Compliance Stakeholder Coordination

Software Engineer / Manual Software Tester

Atos Syntel

Jul 2012 - Dec 2013 (1 year 5 months)

Executed software test cases and performed manual testing activities. Identified, documented, and reported software defects, supporting software quality assurance and application testing processes.

Manual Testing Software Quality Assurance Defect Tracking SDLC

Education

Degrees, certifications, and relevant coursework

Atal Bihari Vajpayee Indian Institute of Information Technology and Management

Master of Technology, Information Technology

Grade: 7.59 CGPA

Activities and societies: Research interests in Machine Learning, Deep Learning, Recurrent Neural Networks, and Information-Theoretic Analysis of Neural Networks.

Pursuing M.Tech. in Information Technology with a dual degree program, focusing on machine learning and deep learning research.