About
Hello! I'm Neelayan Sikdar, an AI Product Manager currently at SuperAGI, where I’m deeply…
Articles by Neelayan
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Getting Started with SuperAGI: Infrastructure for building useful Autonomous AI Agents
Getting Started with SuperAGI: Infrastructure for building useful Autonomous AI Agents
By Neelayan Sikdar
Activity
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Struggling with managing meeting schedules across your team? Missed opportunities and uneven workloads can quickly result in inefficiencies and…
Struggling with managing meeting schedules across your team? Missed opportunities and uneven workloads can quickly result in inefficiencies and…
Liked by Neelayan Sikdar
Experience
Education
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Indian Institute of Technology, Kharagpur
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Activities and Societies: Inter IIT Sports(Football),Western Technology Music Society(WTMS), Athletics.
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Activities and Societies: Football,Music,Athletics
Games Captain for the Academic Year 2016-2017.
School Football Team Captain. -
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Licenses & Certifications
Courses
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Control System Engineering
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Digital Electronic Circuits
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Introduction to Electronics
EC21103
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Probability and Stochastic Processes
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Programming and Data Structures
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Signals and Networks
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Small Business Development
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Transform Calculus
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Projects
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Forecasting of Electrical Meter Readings of buildings in Delhi NCR
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• Solution included an ensemble of time series approach and a supervised learning approach.
• Analyzed data to map trends and seasonality for peak hours, festivals, seasons with useful graphs and plots.
• Time series models used included ARIMA, CNN-LSTM, Vector Auto-Regression (VAR) and FB Prophet.
• For the supervised learning approach, feature extraction was done considering factors like holidays, business hours, time of
day, season, etc, and the models deployed included…• Solution included an ensemble of time series approach and a supervised learning approach.
• Analyzed data to map trends and seasonality for peak hours, festivals, seasons with useful graphs and plots.
• Time series models used included ARIMA, CNN-LSTM, Vector Auto-Regression (VAR) and FB Prophet.
• For the supervised learning approach, feature extraction was done considering factors like holidays, business hours, time of
day, season, etc, and the models deployed included Regression models, Random forest, Light GBM, XGBoost, etc. -
Prediction of Customer Lifetime Value for customers of an Auto Insurance Company
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• Aim was to predict the Customer Lifetime Value (CLV) for different customers for an Auto Insurance Company and also to identify the types of customers who would generally give them high revenue.
• Worked on identifying the types of customers profitable for the company by plotting graphs.
• Feature Engineered and Hyper-Parameter tuned a Random Forest model achieving MAPE value 9.67%..
Honors & Awards
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Inter IIT Sports and Games Gold Medalist
IIT Kharagpur
Part of the Gold Winning team of Football in Inter IIT Sports and Games 2019 organized by Indian Institute of Technology, Kharagpur and Indian Institute of Technology, Bhubaneswar in December 2019.
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Best Athlete
Bhavan's Gangabux Kanoria Vidyamandir
Awarded the Best Athlete award out of all the participating schools in the North and North-East Bhavan's Athletics and Cultural Meet, 2017.
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Most Valuable Player(MVP)
Bhavan's Gangabux Kanoria Vidyamandir
Won the Most Valuable Player(MVP) award in the Inter-School Football Tournament, Goalzz, 2017.
Languages
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English
Professional working proficiency
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Bengali
Native or bilingual proficiency
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Hindi
Native or bilingual proficiency
Organizations
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National Sports Organisation(NSO)
Player
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Recommendations received
5 people have recommended Neelayan
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🚀 SuperAGI is heading to NeurIPS! 🎉 We’re thrilled to see how companies and researchers are pushing the boundaries with AGI and shaping the future…
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🎉 Join SuperAGI's A̶I̶ ̶W̶i̶n̶t̶e̶r̶ Winter AI Party—a night of innovation, connection, and engaging conversations! Calling all founders…
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The journey from 'how' to 'why' isn't linear—it's recursive. Growing up in a lower-middle-class family, my initial 'how' was simple: land the…
The journey from 'how' to 'why' isn't linear—it's recursive. Growing up in a lower-middle-class family, my initial 'how' was simple: land the…
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Cold calling was dead ☠️ Until AI agents resurrected it ⚡ Let’s talk about sales calls. Cold calling is oldest way to do sales. But let’s face…
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We’re still Hiring! Fill the form in the comments ⬇️
We’re still Hiring! Fill the form in the comments ⬇️
Shared by Neelayan Sikdar
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Micro Agents >>> Digital Workers Everyone’s buzzing about agents, but the real action is happening at the micro level. Micro agents are stealing…
Micro Agents >>> Digital Workers Everyone’s buzzing about agents, but the real action is happening at the micro level. Micro agents are stealing…
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In case you hire salespeople from startups. Don't judge them by their quota attainment. Startup sales is much more difficult and nuanced than sales…
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Is 10-Minute Food Delivery the Next Big Thing? Swish vs. Swiggy Bolt. Swish has become a favourite in HSR, Bangalore with its hyper-local focus…
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Disconnected tech? Disjointed teams? It’s a recipe for chaos. You are not alone. We see and hear about it every day. Here’s the reality: when…
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