23, Ranchi, India
"The System has selected a 23 year old in Ranchi. This is his chronicle."
The Initial Awakening
The System initializes. The first chronicle milestone was etched before the dual path began.
Completed Class X under the ICSE curriculum, securing 3rd rank across the school.
Two Parallel Training Arcs
Most people pick one training arc. He enrolled in two demanding institutions simultaneously.
Integrated Programme in Management at IIM Ranchi: BBA completed in 2025, currently in the MBA phase.
BS Degree in Data Science & Applications at IIT Madras, earning the Diploma in Programming.
Awarded official Topper Badges in 7 of the first 14 courses within the IIT Madras BS Data Science program.
Enterprise Battlefield Records
Field experience in enterprise environments: architecting platforms, conducting analytics, and delivering measurable impact.
Solo-built a NestJS and React enterprise platform with 144 commits in 7 weeks, delivering 7 applications and 3 Python tools.
Scored 349 banking processes into 56 modules across 11 domains with an RMS complexity engine, harmonizing QA data across 82 banking applications.
Built 2 deterministic TypeScript estimation engines with 136 unit tests, driven by a 1,322-line EARS specification and a 402-line monorepo blueprint.
Conducted quantitative compensation benchmarking for the Industrial Relations & Rewards division.
Assessed 390+ rural students, led tech for a global rural bootcamp with 3K+ applicants, and built a quiz platform used by 8K+ users.
Senior Executive Member, Corporate Relations & Placement Committee, IIM Ranchi.
Specialized Projects & Algorithms
Independent quests across natural language processing, competitive modeling, and full stack systems.
LoRA fine-tuned DeBERTa-v3 and RoBERTa ensemble for multiple choice question ranking.
NLP classification model trained on 198K comments, optimized using a 100-trial Optuna hyperparameter study.
Predictive churn modeling on 90,000 customer records with hyperparameter-tuned Random Forest.
Retrieval-Augmented Generation virtual teaching assistant built with FastAPI, dense embeddings, and a SQLite vector store.
Built an influencer-sponsor campaign platform using Flask and relational database architecture.
Interactive venture capital deal analytics dashboard built on synthetic dealflow data with 7 DAX measures.
Unsupervised consumer market segmentation on 62 respondents using K-means++ clustering.
Cross-sectional econometrics study estimating macroeconomic indicators across 28 Indian states.
Competed in the 36-hour Odoo x Paradox hackathon hosted at IIT Madras, finishing in the Top 50 of 500 teams.
Peer-Reviewed Publications
Scholarly contributions to natural language processing and technology adoption.
Published 'Multi-Class Affect Detection in Educational Chatbots: Evidence from Imbalanced Dialogue Data' in Springer.
Presented a systematic review on Generative AI in Marketing at the 10th Pan-IIM World Management Conference.
Industry Certifications
Verified credentials in business intelligence, quality management, and supply chain simulation.
Achieved Microsoft certification for Power BI Data Analyst Associate, scoring 751 out of 700 required.
Certified Lean Six Sigma Green Belt through Grant Thornton, covering DMAIC and process optimization.
Certified in Digital Supply Chain Twins using anyLogistix dynamic simulation at IIM Mumbai.
Autonomous Multi-Agent Orchestration
A signature personal build: orchestrating autonomous AI agents to manage research, operations, and execution.
Runs his own multi-agent system (Hermes Agent) on a cloud VPS: multiple specialist agent profiles (finance, career, academics, outreach drafting, infrastructure, cleanup) orchestrated through Discord and Telegram, governed by strict human approval gates.
Lately he builds small agents like these for other people's chores too.
Personal Interests & Pastimes
System offline. The rest is just me: manhwa, web novels, music, and an interest in process innovation and fintech.
Avid reader of webtoons, manhwa, and progression fantasy stories. The inspiration behind this chronicle's status window interface.
Soundtracks for deep focus, algorithmic thinking, and long coding sessions.
Passionate about eliminating operational friction, automating repetitive workflows, and exploring financial technology architecture.
Chronicle Complete
You have reached the end of the current chronicle log. Say hello or review the structured synopsis.
All nine chapters recorded. Level 9 status reached.
Full stack architecture, agent orchestration, deterministic engines
ML modeling, NLP, optimization, statistical regression
Peer reviewed publication, PRISMA systematic review
Management strategy, Six Sigma, supply chain twins, impact
School rank, topper badges, webtoon reading, Ranchi base
Krishnendu Biswas is an MBA student at IIM Ranchi and programming graduate from IIT Madras. He specializes in full stack systems, machine learning pipelines, and autonomous multi-agent orchestration.
Dual degree path in management and business analytics
Awarded Topper Badges in 7 of the first 14 courses
Secured 3rd rank in school
RoBERTa + SVMSMOTE, 74.19% recall on Confused class
PRISMA methodology across 29 Scopus articles
Operates custom Hermes Agent infrastructure on a cloud VPS with specialized role profiles, Discord/Telegram interfaces, and human approval gates.