SOUVIK DAS
Summary
- 9+ years of experience in IT project management, leading teams (100+ members) to deliver projects on time, expertise in task assignment, tracking, and improving team efficiency.
- 5+ years of experience in Flutter and Dart, specializing in Code Optimization, Generic Functions Error Handling, App Architecture, State Management (Riverpod), multi-threading, Structure Planning with MVVM, Centralized Theme, Routing and Navigation, Firebase Sync, Centrally Controlled Filters, and HookWidget/HookConsumer Widget Implementation.
- Extensive expertise in AI and ML technologies, with hands-on experience in TensorFlow, PyTorch, Keras, and NLTK. Successfully implemented cutting-edge models like GPT-4, Gemini, BERT, and LLaMA, and specialized in leveraging LangChain for advanced RAG techniques, image analysis, and model fine-tuning. Proficient in algorithms such as Kmeans clustering, Decision Trees, and Random Forests.
- Proficient in REST API development using Python (Django) and PHP, with experience in integrating APIs with frontend and mobile applications, optimizing API performance, and implementing secure authentication mechanisms.
- Strong experience in DevOps practices, including GCP, Terraform, Kubernetes, and CI/CD pipelines skilled in infrastructure automation, containerization, and managing automated deployment processes.
- Strong experience in app development, software lifecycle management, and version control using Git, GitHub, and GitLab.
- Extensive experience in software development across diverse domains such as Healthcare, Ecommerce, Finance, Food, and Education
- Experience in defining product vision, strategy, and roadmaps; skilled in cross-functional team collaboration to bring innovative products to market, with a strong focus on user experience and product quality.
- Proficiency in data analysis and visualization using Matplotlib, NumPy, and Pandas; skilled in data preprocessing, cleaning, exploratory data analysis, and generating actionable insights to drive business decisions.
- Worked with Firebase (for real-time data synchronization), HIVE, SQLite in mobile apps, managing databases, and implementing scalable backend solutions to support frontend and mobile applications.
- 9 Certifications on Gen AI from Google, other certifications include on topics like Artificial Intelligence, Project Management etc.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Technical Lead/Technical Project Manager
INVENICS SERVICES INDIA PVT LTD
08.2023 - Current
- Focused on the development of the Apna AI product, responsibilities included overseeing backend and frontend activities, monitoring sprints, allocating tasks, ensuring deadlines were met, and managing planning and updates
- Worked with advanced Gen AI skill sets such as Retrieval-Augmented Generation (RAG) and various models including GPT-4 and Claude, while utilizing tools like Hugging Face, LangChain, and Stable Diffusion
- Made significant contributions to the Apna AI app using Flutter and Dart, with a strong emphasis on code quality checks, CI/CD processes, and code architecture
- Experience also included text-to-image generation, working with models like GPT, Claude, and LLaMA, as well as implementing LLMs, RAG, and neural networks
- Proficiency in GCP supported backend and frontend management, including sprint monitoring, task allocation, proactive planning, and effective prioritization
- Experience with LangChain, Hugging Face, and model fine-tuning further enhanced work with advanced AI technologies
- Successfully published the ApnaAI app on both the Play Store and App Store.
Technical Lead/ Project Lead
DATAMATICS
05.2022 - 07.2023
- Incorporated Gen AI features (Wally GPT) to provide users with personalized financial insights and research capabilities
- Led the development of the Flutter app architecture on the WallyGPT project, ensuring robust code quality through rigorous checks and the implementation of a CI/CD pipeline, Git Flow and code architecture
- Focused on the centralization of code, creating common widgets, and developing generic functions to enhance efficiency
- Ensured code quality, optimized both architecture and code, and oversaw the testing and implementation of new features
- Responsible for the full architectural setup, including state management, navigation, theming, routing, and the development of over 150 common widgets and functions
- Managed a team and incorporated AI-driven enhancements to improve overall application performance and user experience.
Technical Lead/Flutter Lead
REDOQ
01.2021 - 05.2022
- Spearheaded the development of the app architecture for DinOrder and Point of Sale Service used in the UK, ensuring responsiveness and stability through an MVVM architecture across six OS platforms
- Focused on integrating advanced analytics for restaurants and customers, enabling data-driven decision-making and personalized user experiences
- Attention to optimization and state management ensured a seamless and efficient app performance
- Successfully led and managed a team of 14 to deliver high-quality results.
Flutter Senior Developer/ Team Lead Flutter Web
ASCONSOFTECH
01.2020 - 10.2021
- Implemented advance customer preference analytics to understand and cater to user preferences
- Led the development of the web app for the Gintaa platform, India's first barter platform with all the advanced features of e-commerce, with the majority of work focused on optimizing the Flutter-based mobile app
- Enhanced code efficiency using Riverpod State Management and Hook Widget with auto-dispose features
- Worked extensively with GCP, implementing cloud storage, compute engine, and data analytics
- Managed cloud infrastructure and container orchestration using Kubernetes.
Intern Head& Senior Software Engineer
IEM LABS
10.2018 - 07.2020
- Worked on various projects including a blockchain-based certification system, a comprehensive medical software suite, and AI and machine learning initiatives
- Managed a team of interns and contributed to the development of Flutter apps focused on Yoga and Calmness.
Multiple Management Posts(12), IT Project Management
AIESEC
03.2015 - 10.2018
- Held multiple management roles within AIESEC, including Campus Ambassador & Quality Ambassador, CIM Member (Communication & Information Management), Product Innovation Task Force Member, Organizing Committee Vice President, Talent Management (Human Resource) Roles, and Finance Member
- Gained experience in marketing, branding, leadership, event planning, data analytics, and financial management.
Education
MBA(ongoing, offline) -
Narsee Monjee Institute of Management Studies (SVKM's NMIMS)
Bachelor of Engineering in Computer Science and Engineering -
Jadavpur University
Skills
- IT project management
- Team leadership
- Task assignment and tracking
- Team efficiency improvement
- Flutter and Dart
- Code optimization
- Generic functions error handling
- App architecture
- State management (Riverpod)
- Multi-threading
- Structure planning with MVVM
- Centralized theme
- Routing and navigation
- Firebase sync
- Centrally controlled filters
- HookWidget/HookConsumer widget implementation
- AI and ML technologies
- TensorFlow
- PyTorch
- Keras
- NLTK
- GPT-4
- Gemini
- BERT
- LLaMA
- LangChain
- K-means clustering
- Decision trees
- Random forests
- REST API development
- Python (Django)
- PHP
- API integration
- API performance optimization
- Secure authentication mechanisms
- DevOps practices
- GCP
- Terraform
- Kubernetes
- CI/CD pipelines
- Infrastructure automation
- Containerization
- Git
- GitHub
- GitLab
- App development
- Software lifecycle management
- Version control
- Data analysis and visualization
- Matplotlib
- NumPy
- Pandas
- Data preprocessing
- Data cleaning
- Exploratory data analysis
- Actionable insights generation
- Firebase
- HIVE
- SQLite
- Mobile development
- Desktop development
- Web development
- State management techniques (Bloc, Provider, Riverpod)
- Cross-platform development
- Responsive design
- Mapping and navigation
- Chat services
- Architectural patterns (MVVM)
- Firebase integration
- Package development
- Hardware integration
- API simulation
- Analytics implementation
- Library integration
- MySQL
- PostgreSQL
- Cassandra
- MongoDB
- SQL Lite
- Hive
- Postman
- Compute Engine
- VM
- IAM
- Project requirements gathering
- Tracker management
- Quality assurance
- Bug identification and debugging
- Proactive planning
- Effective prioritization
- Stakeholder management
- Agile process management
- Data-driven decision making
- Cross-functional collaboration
- Scrum management
- SDLC
- Product management
- People management
- Innovation
- Critical thinking
- Market research
- Product vision
- Strategic planning
- User-centric design
- Feature prioritization
- Product lifecycle management
- Competitive analysis
- Customer feedback integration
- Product roadmap development
- Agile tools proficiency (Confluence, Jira, Azure DevOps)
- Requirements analysis
- Financial planning and strategy
- Metrics and KPIs definition
- Go-to-market strategy
- Product launch management
- A/B testing
- Market segmentation
- Pricing strategy
Technicalskills
Flutter in 6 OS (Flutter Android, Flutter iOS, Flutter Web, Flutter MacOS, Flutter Windows, Flutter Linux), Dart, HookWidget/HookConsumer Widget, Riverpod, Routing, Architecture, BLOC, Provider, Isolates, Multithreading, MVVM, Isolates, Bloc, Provider, Publishing of core apps (android, ios), Python, Image processing, Nutrition analysis, Gemini 1.5, Machine learning, Health assessment, Content generation, Claude, Model evaluation, Comparative analysis, Groq, Mixtral-8x7b-32768, Random answer generation, Stable Diffusion, Image analysis, Hugging Face, Mistral-7B, Natural Language Processing, LLaMA2, LlamaIndex, Data management, GPT-Neo-2.7B, Essay writing, PaliGemma-3b-Mix, Medical diagnostics, Streamlit, TensorFlow, Keras, Matplotlib, Image classification, RAG, Fine-Tuning, LangChain, CNN, Object Detection and Classification, BERT, k-means clustering, Random Forest, Decision Trees, Linear & Logistic Regression, NLTK, PyTorch, Ultralytics, OpenCV, PHP, Python, HTML5, CSS3, JavaScript, JSON, DATABASE MySQL, PostgreSQL, Cassandra, MongoDB, SQL Lite, Hive, other DBMS, VERSION CONTROL GitHub, Gitlab, CI/CD, Postman, DEVOPS CI/CD, GCP Terraform, Kubernetes, Compute Engine, VM, IAM, Other Knowledge App Development, Firebase, Advance Excel, Data Analysis (Seaborn, Numpy)
Certification
- GEN AI, 9, Attention Mechanism, Create Image Captioning Models, Encoder-Decoder Architecture, Generative AI Fundamentals, Introduction to Generative AI Studio, Introduction to Image Generation, Introduction to Large Language Models, Transformer Models and BERT Model, Introduction to Generative AI
- Google, 1, Artificial Intelligence Concepts
- IBM, 1, Google Cloud Essentials
- Google, 1, Foundations of Project Management
Genaiprojects
- Developed the genAI application apnaAI, available on both Play Store and App Store
- Analyzed nutritional content from images using Gemini 1.5 for precise calorie detection and tailored dietary insights, with accurate identification of the food uploaded by the user.
- Content generation using Claude and analysis. comparison with the other models.
- Pioneered random answer generation with history tracking using Groq and Mixtral-8x7b-32768.32768
- Generating and analyzing images with Stable Diffusion and Python
- Seeking answers to questions and completing sentences using Hugging Face and Mistral-7B
- Essay writing system and other text generation systems with Hugging Face and GPT-Neo-2.7B
- Analyzing images from web URLs for object counting with PaliGemma-3b-Mix and Hugging Face
+919903153681
Timeline
Technical Lead/Technical Project Manager
INVENICS SERVICES INDIA PVT LTD
08.2023 - Current
Technical Lead/ Project Lead
DATAMATICS
05.2022 - 07.2023
Technical Lead/Flutter Lead
REDOQ
01.2021 - 05.2022
Flutter Senior Developer/ Team Lead Flutter Web
ASCONSOFTECH
01.2020 - 10.2021
Intern Head& Senior Software Engineer
IEM LABS
10.2018 - 07.2020
Multiple Management Posts(12), IT Project Management
AIESEC
03.2015 - 10.2018
MBA(ongoing, offline) -
Narsee Monjee Institute of Management Studies (SVKM's NMIMS)
Bachelor of Engineering in Computer Science and Engineering -
Jadavpur University
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