Abhijeet Mishra
Verified Expert in Engineering
Machine Learning Developer
Abhijeet is a highly skilled software engineer with over six years of professional experience. Specializing in projects that pertain to back-end development, engineering, and machine learning, he loves to work collaboratively and foster the growth of the entire team. Abhijeet is looking for innovative and challenging projects that will lead him to become an even better developer than he is now.
Portfolio
Experience
Availability
Preferred Environment
Amazon Web Services (AWS), Git, MacOS, Linux, IntelliJ IDEA
The most amazing...
...thing I've built is a tool that can visualize high-dimensional datasets without losing information about trends in the data while being easy to interpret.
Work Experience
Research Assistant
International Institute of Information Technology Hyderabad
- Developed a set of tools to visualize high-dimensional datasets.
- Worked on a collaboration project with Novartis to detect contextual anomalies in patient records using various statistical and machine learning techniques, taking into account the adverse event history, lab test history, medical history, and vital signs data.
Software Engineer
Last9
- Built an anomaly detection framework to detect any deviation in the system behavior and reduce the MTTD.
- Developed an alert ranking mechanism that segregates alert-worthy anomalies from noise and sends notifications to relevant stakeholders via various channels like Slack and PagerDuty.
- Scaled the framework to process more than 300,000 data sources in under a minute.
- Owned the entire SDLC, including engineering specs, development, deployment, and monitoring.
Intern | Information Sciences
T-Hub
- Devised a data-centered model to score and evaluate startups.
- Set up data funnels to gather customized data from various applications and feed them into CRM and other ERP software.
- Engineered and developed a type of custom ERP software for different business units.
- Led a team of interns across multiple successful product launches.
- Automated management and facility administration using APIs, saving hundreds of man-hours per month.
- Maintained and managed the server infrastructure, which included on-premise setups as well as cloud-based setups.
Data Science Intern
Joveo
- Generated and validated domain-specific word embeddings for job advertisements.
- Analyzed traffic data and developed a model to detect bot generated traffic.
- Implemented change-data-capture (CDC) streams for downstream tasks.
Software Developer
Cantilever Labs
- Engineered and developed a computer-based testing (CBT) platform supporting a wide array of question types, including an online judge.
- Set up a load-balanced system to scale dynamically to optimize costs.
- Added support for in-depth and advanced analytics of test performances.
- Conducted college recruitment tests for corporations all across India.
- Managed a team of 2-3 developers and testers.
Software Developer Intern
Robustest
- Developed an Android application to control an Android device farm remotely.
- Set up APIs for Android Crash Report Analysis (ACRA) to send crash reports from an Android device.
- Set up a Sentry server to analyze crash reports received from various devices and prioritize bug fixes.
Experience
MADE Challenge | NLP Challenges for Detecting Medication and Adverse Drug Events from Electronic Health Records (MADE1.0)
Stance Detection | Fake News Challenge
Skills
Libraries/APIs
REST APIs, D3.js, Matplotlib, Pandas, NumPy, Google Sheets API, PySpark, Scikit-learn, PyTorch
Storage
Data Validation, PostgreSQL, MongoDB, Data Pipelines, Oracle 10g, Redis
Languages
Python, HTML, CSS, Java, JavaScript, SQL, Go, Python 3
Frameworks
Django, Flask, Android SDK, AWS HA
Tools
Postman, Tableau, Git, PyCharm, Sentry, Amazon Athena, Amazon SageMaker, Oracle Application Express (APEX), Microsoft Power BI, Terraform, IntelliJ IDEA
Paradigms
Agile Software Development, Microservices Architecture, Data Science
Platforms
Amazon Web Services (AWS), Linux, MacOS, AWS Lambda, AWS Elastic Beanstalk, Docker, Jupyter Notebook, Kubernetes
Other
Reactive Streams, Machine Learning, Regression Modeling, Data Visualization, Scraping, Data Cleaning, Airtable, Data Analysis, Kubernetes Operations (kOps), Site Reliability Engineering (SRE), Amazon Kinesis, Amazon Kinesis Data Firehose, ECS, Linux Administration, Zoho, Natural Language Processing (NLP), Advertising Technology (Adtech), Analytics, Big Data, GPT, Generative Pre-trained Transformers (GPT)
Education
Bachelor of Technology and Master of Science Degree in Computer Science
International Institute of Information Technology, Hyderabad - Hyderabad, India
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